{
  "version": "entity_identity_human_decision_grouped_review.v1",
  "created_at": "2026-05-19T02:40:52.276536Z",
  "source_artifacts": {
    "human_decision_intake": "02n_entity_identity_human_decision_intake.json",
    "human_decision_items": "02n_entity_identity_human_decision_items.jsonl",
    "human_decision_review_html": "02n_entity_identity_human_decision_review.html"
  },
  "policy": {
    "read_only_review_surface": true,
    "program_first": true,
    "deepseek_advisory_only": true,
    "human_acceptance_required_for_replay": true,
    "accepted_overlay_candidate_created": false,
    "canonical_writeback": false,
    "raw_kg_mutated": false,
    "kg_02k_mutated": false,
    "entity_registry_02e_mutated": false
  },
  "summary": {
    "group_count": 25,
    "review_item_count": 25,
    "side_by_side_group_count": 12,
    "single_entity_group_count": 13,
    "entity_column_count": 49,
    "high_priority_group_count": 13,
    "status_counts": {
      "needs_human_review": 15,
      "accepted": 10
    },
    "decision_type_counts": {
      "merge_entities": 11,
      "distinct_entities": 1,
      "needs_human_review": 6,
      "rename_or_reanchor_entity": 3,
      "retype_entity": 2,
      "mark_non_entity": 2
    },
    "type_conflict_group_count": 8,
    "accepted_overlay_candidate_count": 0,
    "work_taxonomy_candidate_count": 32
  },
  "groups": [
    {
      "group_key": "alias:张九皋",
      "canonical_name": "张九皋",
      "review_item_ids": [
        "EIR000013"
      ],
      "severity": "high",
      "issue_sources": [
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [
        "张九皋",
        "九皋"
      ],
      "allowed_decisions": [
        "merge_entities",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000013",
          "canonical_name": "张九皋",
          "severity": "high",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000013",
          "review_item_id": "EIR000013",
          "decision_type": "merge_entities",
          "status": "needs_human_review",
          "target_entity_id": "E000305",
          "source_entity_ids": [
            "E000309",
            "E000315",
            "E000316",
            "E000318",
            "E000324",
            "E000335",
            "E000342",
            "E000347",
            "E000356",
            "E000360",
            "E000369"
          ],
          "target_type": "",
          "target_subtype": "character",
          "target_facets": [
            "actor_like",
            "dialogue_capable",
            "human"
          ],
          "suggested_canonical_name": "张九皋",
          "reanchor_canonical_name": "张九皋",
          "taxonomy_candidate_refs": [
            "WTC000003",
            "WTO000003"
          ],
          "reason": "All listed entity IDs are the same character 张九皋 appearing in different contexts. Merge into a single person entity.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "high",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {
            "candidate_id": "WTC000003",
            "overlay_entry_id": "WTO000003",
            "source": "deepseek_flash_non_thinking",
            "term": "张九皋",
            "term_class": "canonical_entity",
            "core_type": "人物",
            "subtype": "character",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "张九皋",
            "affected_review_item_ids": [
              "EIR000013"
            ],
            "affected_entity_ids": [
              "E000305",
              "E000309",
              "E000315",
              "E000316",
              "E000318",
              "E000324",
              "E000335",
              "E000342",
              "E000347",
              "E000356",
              "E000360",
              "E000369"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000013",
                "batch_item_id": "EIBR000003",
                "entity_id": "E000305",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000013",
                "batch_item_id": "EIBR000003",
                "entity_id": "E000309",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "张九皋也放出飞符传信"
              }
            ],
            "confidence": "high",
            "reason": "All listed entity IDs (E000305, E000309, E000315, E000316, E000318, E000324, E000335, E000342, E000347, E000356, E000360, E000369) are the same character 张九皋 appearing in different contexts. Merge into a single person entity.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1
        },
        "confidence_counts": {
          "high": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "high",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000003",
            "overlay_entry_id": "WTO000003",
            "source": "deepseek_flash_non_thinking",
            "term": "张九皋",
            "term_class": "canonical_entity",
            "core_type": "人物",
            "subtype": "character",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "张九皋",
            "affected_review_item_ids": [
              "EIR000013"
            ],
            "affected_entity_ids": [
              "E000305",
              "E000309",
              "E000315",
              "E000316",
              "E000318",
              "E000324",
              "E000335",
              "E000342",
              "E000347",
              "E000356",
              "E000360",
              "E000369"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000013",
                "batch_item_id": "EIBR000003",
                "entity_id": "E000305",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000013",
                "batch_item_id": "EIBR000003",
                "entity_id": "E000309",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "张九皋也放出飞符传信"
              }
            ],
            "confidence": "high",
            "reason": "All listed entity IDs (E000305, E000309, E000315, E000316, E000318, E000324, E000335, E000342, E000347, E000356, E000360, E000369) are the same character 张九皋 appearing in different contexts. Merge into a single person entity.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000003",
          "overlay_entry_id": "WTO000003",
          "source": "deepseek_flash_non_thinking",
          "term": "张九皋",
          "term_class": "canonical_entity",
          "core_type": "人物",
          "subtype": "character",
          "facets": [
            "actor_like",
            "dialogue_capable",
            "human"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "张九皋",
          "affected_review_item_ids": [
            "EIR000013"
          ],
          "affected_entity_ids": [
            "E000305",
            "E000309",
            "E000315",
            "E000316",
            "E000318",
            "E000324",
            "E000335",
            "E000342",
            "E000347",
            "E000356",
            "E000360",
            "E000369"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000013",
              "batch_item_id": "EIBR000003",
              "entity_id": "E000305",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000013",
              "batch_item_id": "EIBR000003",
              "entity_id": "E000309",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "张九皋也放出飞符传信"
            }
          ],
          "confidence": "high",
          "reason": "All listed entity IDs (E000305, E000309, E000315, E000316, E000318, E000324, E000335, E000342, E000347, E000356, E000360, E000369) are the same character 张九皋 appearing in different contexts. Merge into a single person entity.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000305",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0102",
          "last_seen": "C0102",
          "registry_review_status": "candidate",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "关系上下文：张九皋 - 告知 - 李凡；张九皋 - 告知 - 张翯；青果 - 跟随 - 张九皋",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "絮叨嘱咐弟子",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "解下赤虬剑戒备",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0102",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000416",
              "evidence": "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000417",
              "evidence": "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000420",
              "evidence": "青果拿着个橄榄状的玉锤",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000420",
              "evidence": "金枣提着个痰盂",
              "review_item_id": "EIR000013"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000416",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子"
              ]
            },
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000417",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000293",
              "counterpart_name": "张翯",
              "counterpart_type": "人物",
              "evidence": [
                "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子"
              ]
            },
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000420",
              "direction": "object",
              "relation": "跟随",
              "canonical_frame": "interacts_with",
              "counterpart_id": "E000292",
              "counterpart_name": "青果",
              "counterpart_type": "人物",
              "evidence": [
                "青果拿着个橄榄状的玉锤",
                "金枣提着个痰盂"
              ]
            }
          ]
        },
        {
          "entity_id": "E000309",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "张师弟",
            "小鹤"
          ],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0103",
          "last_seen": "C0103",
          "registry_review_status": "candidate",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋也放出飞符传信",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "我来替严真人治伤",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "放出飞符传信",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "替严真人治伤",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0103",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋也放出飞符传信",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0103",
              "obs_id": "",
              "relation_id": "",
              "evidence": "我来替严真人治伤",
              "review_item_id": "EIR000013"
            }
          ],
          "relation_context": []
        },
        {
          "entity_id": "E000315",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0104",
          "last_seen": "C0104",
          "registry_review_status": "candidate",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋的嘴又这么严",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "嘴严",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0104",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋的嘴又这么严",
              "review_item_id": "EIR000013"
            }
          ],
          "relation_context": []
        },
        {
          "entity_id": "E000316",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0105",
          "last_seen": "C0105",
          "registry_review_status": "candidate",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋上前道",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "娄观道元婴真人",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0105",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋上前道",
              "review_item_id": "EIR000013"
            }
          ],
          "relation_context": []
        },
        {
          "entity_id": "E000318",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "张真人"
          ],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0106",
          "last_seen": "C0106",
          "registry_review_status": "candidate",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋",
              "review_item_id": "EIR000013"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "御剑冲在前头",
              "review_item_id": "EIR000013"
            }
          ],
          "relation_context": []
        },
        {
          "entity_id": "E000324",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0107",
          "last_seen": "C0107",
          "registry_review_status": "candidate",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [],
          "relation_context": []
        },
        {
          "entity_id": "E000335",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0109",
          "last_seen": "C0109",
          "registry_review_status": "candidate",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [],
          "relation_context": []
        },
        {
          "entity_id": "E000342",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "小鹤",
            "张法师",
            "九皋"
          ],
          "mention_count": 3,
          "observation_count": 3,
          "first_seen": "C0111",
          "last_seen": "C0113",
          "registry_review_status": "candidate",
          "registry_importance": "supporting",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "关系上下文：张九皋 - 拥有 - 赤虬；张九皋 - 使用 - 乾坤飞龙剑；张九皋 - 对抗 - 南宫无尘",
          "evidence_samples": [
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000454",
              "evidence": "张九皋协赤虬剑",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000454",
              "evidence": "赤虬到底是他借用的法宝",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000462",
              "evidence": "乾坤飞龙剑的剑岚怒爆",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000462",
              "evidence": "张九皋在那无穷剑炁缠绕包围之下",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000462",
              "evidence": "乾坤飞龙剑法的剑势摧破",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000464",
              "evidence": "南宫无尘——！！出来领死！",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000464",
              "evidence": "张九皋沉默了一瞬间",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000464",
              "evidence": "张九皋和南宫无尘也分出胜负了",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000472",
              "evidence": "这分神的一会儿工夫，那边张九皋和南宫无尘也分出胜负了。",
              "review_item_id": "EIR000013"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000475",
              "evidence": "姚真人也见着了张九皋胸口的经文，不知道为什么，却突得勃然大怒，把赤虬剑指着他骂道",
              "review_item_id": "EIR000013"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000454",
              "direction": "subject",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000288",
              "counterpart_name": "赤虬",
              "counterpart_type": "物品",
              "evidence": [
                "张九皋协赤虬剑",
                "赤虬到底是他借用的法宝"
              ]
            },
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000462",
              "direction": "subject",
              "relation": "使用",
              "canonical_frame": "uses_or_invokes",
              "counterpart_id": "E000098",
              "counterpart_name": "乾坤飞龙剑",
              "counterpart_type": "术法神通",
              "evidence": [
                "乾坤飞龙剑的剑岚怒爆",
                "张九皋在那无穷剑炁缠绕包围之下",
                "乾坤飞龙剑法的剑势摧破"
              ]
            },
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000464",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000313",
              "counterpart_name": "南宫无尘",
              "counterpart_type": "人物",
              "evidence": [
                "南宫无尘——！！出来领死！",
                "张九皋沉默了一瞬间",
                "张九皋和南宫无尘也分出胜负了"
              ]
            },
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000472",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000349",
              "counterpart_name": "鱼肠剑",
              "counterpart_type": "物品",
              "evidence": [
                "这分神的一会儿工夫，那边张九皋和南宫无尘也分出胜负了。"
              ]
            },
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000475",
              "direction": "object",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000033",
              "counterpart_name": "望舒",
              "counterpart_type": "人物",
              "evidence": [
                "姚真人也见着了张九皋胸口的经文，不知道为什么，却突得勃然大怒，把赤虬剑指着他骂道"
              ]
            },
            {
              "review_item_id": "EIR000013",
              "relation_id": "R000487",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000269",
              "counterpart_name": "天台山",
              "counterpart_type": "地点",
              "evidence": [
                "天台山整个已经被张九皋扫破，但四处到底还残留着不少法宝碎片，以及邪派修士们搜刮的民脂民膏。"
              ]
            }
          ]
        },
        {
          "entity_id": "E000347",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "张真人"
          ],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0114",
          "last_seen": "C0114",
          "registry_review_status": "candidate",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [],
          "relation_context": []
        },
        {
          "entity_id": "E000356",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "九皋",
            "老张"
          ],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0115",
          "last_seen": "C0115",
          "registry_review_status": "candidate",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [],
          "relation_context": []
        },
        {
          "entity_id": "E000360",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "张老头"
          ],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0116",
          "last_seen": "C0116",
          "registry_review_status": "candidate",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [],
          "relation_context": []
        },
        {
          "entity_id": "E000369",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "张真人"
          ],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0117",
          "last_seen": "C0117",
          "registry_review_status": "candidate",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "",
          "evidence_samples": [],
          "relation_context": []
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 12,
          "type_codes": [
            "人物"
          ],
          "cross_type": false,
          "normalized_names": [
            "张九皋"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000001"
    },
    {
      "group_key": "conflict:CFG0008",
      "canonical_name": "玄天剑意",
      "review_item_ids": [
        "EIR000007"
      ],
      "severity": "high",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review",
        "registry.identity_conflict",
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [
        "CFG0008"
      ],
      "alias_overlap_aliases": [
        "玄天剑意"
      ],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "accepted": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000007",
          "canonical_name": "玄天剑意",
          "severity": "high",
          "intake_status": "accepted",
          "issue_sources": [
            "semantic_repair.needs_human_review",
            "registry.needs_review",
            "registry.identity_conflict",
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000007",
          "review_item_id": "EIR000007",
          "decision_type": "merge_entities",
          "status": "accepted",
          "target_entity_id": "E000050",
          "source_entity_ids": [
            "E000341",
            "E000319",
            "E000345"
          ],
          "target_type": "人物",
          "target_subtype": "sword_consciousness",
          "target_facets": [
            "actor_like",
            "dialogue_capable",
            "noncorporeal",
            "attachable_to_soul"
          ],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [
            "WTC000025",
            "WTO000025"
          ],
          "reason": "Operator correction: 玄天剑意在本作品中绝大部分作为可行动、可意念对话、可附着主角神魂的 NPC-like 魂魄/剑意存在。同名 物品/术法神通/系统面板 节点是抽取分型残留，应合并到 E000050 并重分类为人物/sword_consciousness。",
          "evidence_ref_count": 6,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "high",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {
            "accepted_by": "",
            "affected_entity_ids": [
              "E000050",
              "E000341",
              "E000319",
              "E000345"
            ],
            "affected_review_item_ids": [
              "EIR000007"
            ],
            "candidate_id": "WTC000025",
            "canonical_entity_allowed": true,
            "confidence": "high",
            "core_type": "人物",
            "evidence_refs": [
              {
                "batch_item_id": "EIBR000010",
                "chunk_id": "",
                "entity_id": "E000050",
                "evidence": "玄天剑意表示",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000007",
                "source": "entity.sample_evidence"
              },
              {
                "batch_item_id": "EIBR000010",
                "chunk_id": "",
                "entity_id": "E000050",
                "evidence": "宿主你千万别学他",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000007",
                "source": "entity.sample_evidence"
              },
              {
                "batch_item_id": "EIBR000010",
                "chunk_id": "",
                "entity_id": "E000050",
                "evidence": "玄天剑意突然从他袖子里钻出来",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000007",
                "source": "entity.sample_evidence"
              },
              {
                "batch_item_id": "EIBR000010",
                "chunk_id": "",
                "entity_id": "E000050",
                "evidence": "玄天剑意从一地垃圾里，选出来了许多石材",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000007",
                "source": "entity.sample_evidence"
              },
              {
                "batch_item_id": "EIBR000010",
                "chunk_id": "",
                "entity_id": "E000050",
                "evidence": "玄天剑意表示，哼，五光十色的垃圾罢了",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000007",
                "source": "entity.sample_evidence"
              },
              {
                "batch_item_id": "EIBR000010",
                "chunk_id": "",
                "entity_id": "E000050",
                "evidence": "玄天剑意表示，法宝这种东西",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000007",
                "source": "entity.sample_evidence"
              },
              {
                "batch_item_id": "EIBR000010",
                "chunk_id": "",
                "entity_id": "E000050",
                "evidence": "玄天剑意已解约",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000007",
                "source": "entity.sample_evidence"
              },
              {
                "batch_item_id": "EIBR000010",
                "chunk_id": "",
                "entity_id": "E000050",
                "evidence": "你去和姚玄洲契约吧",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000007",
                "source": "entity.sample_evidence"
              }
            ],
            "facets": [
              "actor_like",
              "dialogue_capable",
              "noncorporeal",
              "attachable_to_soul"
            ],
            "overlay_entry_id": "WTO000025",
            "reason": "mostly an NPC-like sword consciousness/soul that can attach to the protagonist soul and communicate by thought",
            "recommended_action": "retype_entity",
            "review_status": "candidate",
            "source": "operator_feedback_seed",
            "subtype": "sword_consciousness",
            "suggested_canonical_name": "",
            "term": "玄天剑意",
            "term_class": "actor_like_entity"
          }
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 2,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1,
          "retype_entity": 1
        },
        "confidence_counts": {
          "high": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "high",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000008",
            "verdict": "needs_human_review",
            "confidence": "high",
            "reason": "Four entities all represent the same intelligent sword consciousness, 玄天剑意. Evidence across all four consistently shows it as a talking, opinionated, interactive entity. The different type labels are artifacts of the extraction process. Merging is strongly recommended, but selecting a canonical type ('物品' or '概念法则') requires human judgment.",
            "evidence_assessment": "All evidence samples share the same behavior pattern: '玄天剑意表示...', '从袖子里钻出来', etc. No contradiction in identity. The multiplicity of types indicates an annotation error.",
            "suggested_change": "Merge E000050, E000341, E000319, E000345 into a single entity under a unified type (recommend '物品' as it is an artifact with consciousness)."
          }
        ],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000010",
            "overlay_entry_id": "WTO000010",
            "source": "deepseek_flash_non_thinking",
            "term": "玄天剑意",
            "term_class": "actor_like_entity",
            "core_type": "概念法则",
            "subtype": "sword_consciousness",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "noncorporeal",
              "attachable_to_soul"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "玄天剑意",
            "affected_review_item_ids": [
              "EIR000007"
            ],
            "affected_entity_ids": [
              "E000050",
              "E000341",
              "E000319",
              "E000345"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "玄天剑意表示"
              }
            ],
            "confidence": "high",
            "reason": "All four entities represent the single character 玄天剑意, an intelligent sword consciousness. The different types (概念法则, 物品, 术法神通, 系统面板) are extraction artifacts. Merge into the preferred existing entity E000050 with type '概念法则', as it best fits a conceptual entity with consciousness. Operator feedback OTF000001 confirms actor-like behavior.",
            "review_status": "candidate",
            "accepted_by": ""
          },
          {
            "candidate_id": "WTC000025",
            "overlay_entry_id": "WTO000025",
            "source": "operator_feedback_seed",
            "term": "玄天剑意",
            "term_class": "actor_like_entity",
            "core_type": "人物",
            "subtype": "sword_consciousness",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "noncorporeal",
              "attachable_to_soul"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "retype_entity",
            "suggested_canonical_name": "",
            "affected_review_item_ids": [
              "EIR000007"
            ],
            "affected_entity_ids": [
              "E000050",
              "E000341",
              "E000319",
              "E000345"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "玄天剑意表示"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "宿主你千万别学他"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "玄天剑意突然从他袖子里钻出来"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "玄天剑意从一地垃圾里，选出来了许多石材"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "玄天剑意表示，哼，五光十色的垃圾罢了"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "玄天剑意表示，法宝这种东西"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "玄天剑意已解约"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000007",
                "batch_item_id": "EIBR000010",
                "entity_id": "E000050",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "你去和姚玄洲契约吧"
              }
            ],
            "confidence": "high",
            "reason": "mostly an NPC-like sword consciousness/soul that can attach to the protagonist soul and communicate by thought",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000010",
          "overlay_entry_id": "WTO000010",
          "source": "deepseek_flash_non_thinking",
          "term": "玄天剑意",
          "term_class": "actor_like_entity",
          "core_type": "概念法则",
          "subtype": "sword_consciousness",
          "facets": [
            "actor_like",
            "dialogue_capable",
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          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "玄天剑意",
          "affected_review_item_ids": [
            "EIR000007"
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          "affected_entity_ids": [
            "E000050",
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            "E000319",
            "E000345"
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          "evidence_refs": [
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              "source": "entity.sample_evidence",
              "review_item_id": "EIR000007",
              "batch_item_id": "EIBR000010",
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              "relation_id": "",
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              "evidence": "玄天剑意表示"
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          ],
          "confidence": "high",
          "reason": "All four entities represent the single character 玄天剑意, an intelligent sword consciousness. The different types (概念法则, 物品, 术法神通, 系统面板) are extraction artifacts. Merge into the preferred existing entity E000050 with type '概念法则', as it best fits a conceptual entity with consciousness. Operator feedback OTF000001 confirms actor-like behavior.",
          "review_status": "candidate",
          "accepted_by": ""
        },
        {
          "candidate_id": "WTC000025",
          "overlay_entry_id": "WTO000025",
          "source": "operator_feedback_seed",
          "term": "玄天剑意",
          "term_class": "actor_like_entity",
          "core_type": "人物",
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          "canonical_entity_allowed": true,
          "recommended_action": "retype_entity",
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          "affected_entity_ids": [
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            "E000345"
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          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
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              "evidence": "玄天剑意表示"
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            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000007",
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              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "宿主你千万别学他"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000007",
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              "evidence": "玄天剑意突然从他袖子里钻出来"
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            {
              "source": "entity.sample_evidence",
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              "relation_id": "",
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              "evidence": "玄天剑意从一地垃圾里，选出来了许多石材"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000007",
              "batch_item_id": "EIBR000010",
              "entity_id": "E000050",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "玄天剑意表示，哼，五光十色的垃圾罢了"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000007",
              "batch_item_id": "EIBR000010",
              "entity_id": "E000050",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "玄天剑意表示，法宝这种东西"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000007",
              "batch_item_id": "EIBR000010",
              "entity_id": "E000050",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "玄天剑意已解约"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000007",
              "batch_item_id": "EIBR000010",
              "entity_id": "E000050",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "你去和姚玄洲契约吧"
            }
          ],
          "confidence": "high",
          "reason": "mostly an NPC-like sword consciousness/soul that can attach to the protagonist soul and communicate by thought",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000050",
          "canonical_name": "玄天剑意",
          "display_name": "玄天剑意（概念法则）",
          "type": "概念法则",
          "subtype": "",
          "aliases": [
            "玄天剑祖",
            "本座"
          ],
          "mention_count": 84,
          "observation_count": 84,
          "first_seen": "C0011",
          "last_seen": "C0136",
          "registry_review_status": "needs_review",
          "registry_importance": "core",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0008",
            "type_codes": [
              "系统面板",
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              "物品"
            ],
            "preferred_entity_id": "E000050",
            "role": "preferred",
            "rank": 1,
            "entity_count": 4
          },
          "identity_adjudication": {
            "action_id": "KSR000008",
            "action_type": "needs_human_review",
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            "canonical_name": "玄天剑意",
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            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000008"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：系统面板 / 术法神通 / 概念法则 / 物品；身份裁决：needs_human_review/needs_human_review/KSR000008；关系上下文：玄天剑意 - 推荐 - 基础剑气入门；玄天剑意 - 推荐 - 太阴五罗剑鬼神藏秘炼纲要；李凡 - 查看 - 玄天剑意",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "玄天剑意表示",
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              "source": "entity.sample_evidence",
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              "relation_id": "",
              "evidence": "宿主你千万别学他",
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              "source": "entity.sample_evidence",
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              "evidence": "玄天剑意突然从他袖子里钻出来",
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              "evidence": "玄天剑意从一地垃圾里，选出来了许多石材",
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              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "玄天剑意表示，哼，五光十色的垃圾罢了",
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              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "玄天剑意表示，法宝这种东西",
              "review_item_id": "EIR000007"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "玄天剑意已解约",
              "review_item_id": "EIR000007"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "你去和姚玄洲契约吧",
              "review_item_id": "EIR000007"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "吐槽宿主",
              "review_item_id": "EIR000007"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "从袖中钻出",
              "review_item_id": "EIR000007"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000007",
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              "direction": "subject",
              "relation": "推荐",
              "canonical_frame": "related_to",
              "counterpart_id": "E000051",
              "counterpart_name": "基础剑气入门",
              "counterpart_type": "功法体系",
              "evidence": [
                "基础剑气入门",
                "玄天剑意主动为宿主推荐筑基功法"
              ]
            },
            {
              "review_item_id": "EIR000007",
              "relation_id": "R000053",
              "direction": "subject",
              "relation": "推荐",
              "canonical_frame": "related_to",
              "counterpart_id": "E000055",
              "counterpart_name": "太阴五罗剑鬼神藏秘炼纲要",
              "counterpart_type": "功法体系",
              "evidence": [
                "这部五鬼剑虽然也不怎么样，但五行剑炁都有祭炼之法，而且是难得的神藏法，金丹之前练好这个就够用了。",
                "玄天剑意表示，墨剑金丹期以前的剑术是天下正数前三"
              ]
            },
            {
              "review_item_id": "EIR000007",
              "relation_id": "R000054",
              "direction": "object",
              "relation": "查看",
              "canonical_frame": "perceives",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "玄天剑意主动为宿主推荐筑基功法",
                "李凡耳朵一动，勉强把视线从那些真龙身上收回来",
                "李凡探头往酒坛子里张望了一眼"
              ]
            },
            {
              "review_item_id": "EIR000007",
              "relation_id": "R000056",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000057",
              "counterpart_name": "墨剑",
              "counterpart_type": "物品",
              "evidence": [
                "将来斩断那把墨剑报仇",
                "与那把墨剑"
              ]
            },
            {
              "review_item_id": "EIR000007",
              "relation_id": "R000057",
              "direction": "subject",
              "relation": "跟随",
              "canonical_frame": "interacts_with",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "玄天剑意主动表示愿意充当奖品"
              ]
            },
            {
              "review_item_id": "EIR000007",
              "relation_id": "R000071",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "玄天剑意表示",
                "玄天剑意在半空中画了个钩"
              ]
            },
            {
              "review_item_id": "EIR000007",
              "relation_id": "R000094",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000086",
              "counterpart_name": "神女",
              "counterpart_type": "人物",
              "evidence": [
                "把面前的神女当胸刺了个对穿",
                "右手已经摸出一道神罡剑气，把面前的神女当胸刺了个对穿"
              ]
            },
            {
              "review_item_id": "EIR000007",
              "relation_id": "R000104",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "玄天剑意表示",
                "一边心里问起玄天剑意修行界的地理"
              ]
            }
          ]
        },
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          "entity_id": "E000341",
          "canonical_name": "玄天剑意",
          "display_name": "玄天剑意（物品）",
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          "first_seen": "C0032",
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            "action_id": "KSR000008",
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          "merge_suspect": {},
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              "evidence": "表示不靠谱",
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          "semantic_repair_actions": [
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      "lead_synthesis": {
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          "same_normalized_name": true,
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        },
        "accepted_overlay_candidate_created": false,
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          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000002"
    },
    {
      "group_key": "alias:张师弟",
      "canonical_name": "张师弟",
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        "EIR000014"
      ],
      "severity": "high",
      "issue_sources": [
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      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [
        "张师弟"
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      "allowed_decisions": [
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        "distinct_entities",
        "needs_human_review"
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      "intake_status_counts": {
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      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000014",
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          "intake_status": "needs_human_review",
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          "allowed_decisions": [
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      "decision_summaries": [
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          "review_item_id": "EIR000014",
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          "status": "needs_human_review",
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          "source_entity_ids": [],
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          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "E000293 (张翯) and E000309 (张九皋) both have alias '张师弟', but they are different characters. Keep distinct.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_distinct",
            "confidence": "high",
            "recommended_decision": "distinct_entities"
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          "work_taxonomy_advisory": {}
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      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
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        "work_taxonomy_action_counts": {
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        },
        "confidence_counts": {
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        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_distinct",
            "confidence": "high",
            "recommended_decision": "distinct_entities"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000004",
            "overlay_entry_id": "WTO000004",
            "source": "deepseek_flash_non_thinking",
            "term": "张师弟",
            "term_class": "canonical_entity",
            "core_type": "人物",
            "subtype": "character",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human",
              "name_absent_from_evidence"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "张翯",
            "affected_review_item_ids": [
              "EIR000014"
            ],
            "affected_entity_ids": [
              "E000293",
              "E000309"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000014",
                "batch_item_id": "EIBR000004",
                "entity_id": "E000293",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "小七拜见三位师长"
              }
            ],
            "confidence": "high",
            "reason": "E000293 (张翯) and E000309 (张九皋) both have alias '张师弟', but they are different characters. Keep distinct. The term '张师弟' should be anchored to the correct character (张翯) based on context.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000004",
          "overlay_entry_id": "WTO000004",
          "source": "deepseek_flash_non_thinking",
          "term": "张师弟",
          "term_class": "canonical_entity",
          "core_type": "人物",
          "subtype": "character",
          "facets": [
            "actor_like",
            "dialogue_capable",
            "human",
            "name_absent_from_evidence"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "张翯",
          "affected_review_item_ids": [
            "EIR000014"
          ],
          "affected_entity_ids": [
            "E000293",
            "E000309"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000014",
              "batch_item_id": "EIBR000004",
              "entity_id": "E000293",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "小七拜见三位师长"
            }
          ],
          "confidence": "high",
          "reason": "E000293 (张翯) and E000309 (张九皋) both have alias '张师弟', but they are different characters. Keep distinct. The term '张师弟' should be anchored to the correct character (张翯) based on context.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000293",
          "canonical_name": "张翯",
          "display_name": "张翯",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "小七",
            "张师弟"
          ],
          "mention_count": 8,
          "observation_count": 8,
          "first_seen": "C0098",
          "last_seen": "C0107",
          "registry_review_status": "candidate",
          "registry_importance": "major",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "关系上下文：张真人 - 告知 - 张翯；张翯 - 修炼 - 筑基；张九皋 - 告知 - 张翯",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "小七拜见三位师长",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张翯大骇",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张翯听得已是情绪激动",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张翯居然也取出一枚两尺来长的玉剑",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张翯",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "代我守卫同门",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "李凡和张翯也大大方方得站在船头",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "连张翯也把手里的玉剑掷出",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "刻板实诚",
              "review_item_id": "EIR000014"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "散修",
              "review_item_id": "EIR000014"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000014",
              "relation_id": "R000400",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000204",
              "counterpart_name": "张真人",
              "counterpart_type": "人物",
              "evidence": [
                "张九皋摆摆手",
                "张九皋坦言道"
              ]
            },
            {
              "review_item_id": "EIR000014",
              "relation_id": "R000404",
              "direction": "subject",
              "relation": "修炼",
              "canonical_frame": "learns_or_practices",
              "counterpart_id": "E000208",
              "counterpart_name": "筑基",
              "counterpart_type": "境界体系",
              "evidence": [
                "堪堪筑基"
              ]
            },
            {
              "review_item_id": "EIR000014",
              "relation_id": "R000417",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000305",
              "counterpart_name": "张九皋",
              "counterpart_type": "人物",
              "evidence": [
                "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子"
              ]
            }
          ]
        },
        {
          "entity_id": "E000309",
          "canonical_name": "张九皋",
          "display_name": "张九皋",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "张师弟",
            "小鹤"
          ],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0103",
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          "registry_importance": "minor",
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          "identity_conflict": {},
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          "merge_suspect": {},
          "registry_notes": "",
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          "relation_context": []
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      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
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        "deterministic_signals": {
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          "entity_count": 2,
          "type_codes": [
            "人物"
          ],
          "cross_type": false,
          "normalized_names": [
            "张九皋",
            "张翯"
          ],
          "same_normalized_name": false,
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        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000003"
    },
    {
      "group_key": "alias:张真人",
      "canonical_name": "张真人",
      "review_item_ids": [
        "EIR000015"
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        "registry.alias_overlap"
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      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [
        "张真人"
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        "merge_entities",
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      "side_by_side": true,
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          "intake_status": "needs_human_review",
          "issue_sources": [
            "registry.alias_overlap"
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            "distinct_entities",
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            "E000380"
          ],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Both E000204 and E000380 refer to the same person 张九皋 (张真人). Merge into a single character entity.",
          "evidence_ref_count": 8,
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            "source": "02l_entity_identity_deepseek_review.json",
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            "recommended_decision": "merge_entities"
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        "decision_advisories": [
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            "source": "02l_entity_identity_deepseek_review.json",
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            "recommended_decision": "merge_entities"
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        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000005",
            "overlay_entry_id": "WTO000005",
            "source": "deepseek_flash_non_thinking",
            "term": "张真人",
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            "core_type": "人物",
            "subtype": "character",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human",
              "name_absent_from_evidence"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "张九皋",
            "affected_review_item_ids": [
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            ],
            "affected_entity_ids": [
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            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000015",
                "batch_item_id": "EIBR000005",
                "entity_id": "E000204",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "张九皋那老头脸皮这么薄"
              }
            ],
            "confidence": "high",
            "reason": "Both E000204 and E000380 refer to the same person 张九皋 (张真人). Merge into a single character entity.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000005",
          "overlay_entry_id": "WTO000005",
          "source": "deepseek_flash_non_thinking",
          "term": "张真人",
          "term_class": "canonical_entity",
          "core_type": "人物",
          "subtype": "character",
          "facets": [
            "actor_like",
            "dialogue_capable",
            "human",
            "name_absent_from_evidence"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "张九皋",
          "affected_review_item_ids": [
            "EIR000015"
          ],
          "affected_entity_ids": [
            "E000204",
            "E000380"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000015",
              "batch_item_id": "EIBR000005",
              "entity_id": "E000204",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "张九皋那老头脸皮这么薄"
            }
          ],
          "confidence": "high",
          "reason": "Both E000204 and E000380 refer to the same person 张九皋 (张真人). Merge into a single character entity.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000204",
          "canonical_name": "张真人",
          "display_name": "张真人",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "张九",
            "张九皋",
            "小鹤"
          ],
          "mention_count": 12,
          "observation_count": 12,
          "first_seen": "C0067",
          "last_seen": "C0101",
          "registry_review_status": "candidate",
          "registry_importance": "core",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "关系上下文：张真人 - 给予 - 李凡；张真人 - 告知 - 李凡；张真人 - 隶属 - 墨竹山",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋那老头脸皮这么薄",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋收了飞剑",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋答道",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋摆摆手",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋按捺不住了",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋倒也看出来了",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋想了想",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张九皋坦言道",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "被召唤出来",
              "review_item_id": "EIR000015"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "告知茯苓留言",
              "review_item_id": "EIR000015"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000281",
              "direction": "subject",
              "relation": "给予",
              "canonical_frame": "transfers",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "含着这颗续命丹",
                "被他救了吧"
              ]
            },
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000282",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "张九皋，他是外门童子教导",
                "你怎么猜到的",
                "我只记得，她不久前还和我提了一句"
              ]
            },
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000288",
              "direction": "subject",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000036",
              "counterpart_name": "墨竹山",
              "counterpart_type": "组织",
              "evidence": [
                "张真人那样常在道塔驻守的要职",
                "张九皋毕恭毕敬得答道",
                "张九皋也放出飞符传信，片刻后就有一道金光从那光柱处升起"
              ]
            },
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000359",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "难道竹山，是想用这些筑基弟子作饵"
              ]
            },
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000388",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000002",
              "counterpart_name": "老道",
              "counterpart_type": "人物",
              "evidence": [
                "张九皋见他问了",
                "张九皋见他问了，也大大方方全说出来了"
              ]
            },
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000392",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000002",
              "counterpart_name": "老道",
              "counterpart_type": "人物",
              "evidence": [
                "秦剑师呵声制止"
              ]
            },
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000395",
              "direction": "object",
              "relation": "给予",
              "canonical_frame": "transfers",
              "counterpart_id": "E000002",
              "counterpart_name": "老道",
              "counterpart_type": "人物",
              "evidence": [
                "把怀里搂着的赤剑递给张九皋"
              ]
            },
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000399",
              "direction": "object",
              "relation": "拜见",
              "canonical_frame": "related_to",
              "counterpart_id": "E000292",
              "counterpart_name": "青果",
              "counterpart_type": "人物",
              "evidence": [
                "弟子青果（金枣），拜见张真人"
              ]
            }
          ]
        },
        {
          "entity_id": "E000380",
          "canonical_name": "张真人",
          "display_name": "张真人",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "张九皋"
          ],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0121",
          "last_seen": "C0121",
          "registry_review_status": "candidate",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "关系上下文：张真人 - 告知 - 陆碛",
          "evidence_samples": [
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000503",
              "evidence": "张真人说的",
              "review_item_id": "EIR000015"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000015",
              "relation_id": "R000503",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000376",
              "counterpart_name": "陆碛",
              "counterpart_type": "人物",
              "evidence": [
                "张真人说的"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "人物"
          ],
          "cross_type": false,
          "normalized_names": [
            "张真人"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000004"
    },
    {
      "group_key": "alias:张翯",
      "canonical_name": "张翯",
      "review_item_ids": [
        "EIR000016"
      ],
      "severity": "high",
      "issue_sources": [
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [
        "张翯"
      ],
      "allowed_decisions": [
        "merge_entities",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000016",
          "canonical_name": "张翯",
          "severity": "high",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000016",
          "review_item_id": "EIR000016",
          "decision_type": "merge_entities",
          "status": "needs_human_review",
          "target_entity_id": "E000293",
          "source_entity_ids": [
            "E000355"
          ],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Both E000293 and E000355 are the character 张翯. Merge into one entity.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "high",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "needs_human_review": 1
        },
        "confidence_counts": {
          "high": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "high",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000006",
            "overlay_entry_id": "WTO000006",
            "source": "deepseek_flash_non_thinking",
            "term": "张翯",
            "term_class": "canonical_entity",
            "core_type": "人物",
            "subtype": "character",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human",
              "name_absent_from_evidence"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "张翯",
            "affected_review_item_ids": [
              "EIR000016"
            ],
            "affected_entity_ids": [
              "E000293",
              "E000355"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000016",
                "batch_item_id": "EIBR000006",
                "entity_id": "E000293",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "小七拜见三位师长"
              }
            ],
            "confidence": "high",
            "reason": "Both E000293 and E000355 are the character 张翯. Merge into one entity.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000006",
          "overlay_entry_id": "WTO000006",
          "source": "deepseek_flash_non_thinking",
          "term": "张翯",
          "term_class": "canonical_entity",
          "core_type": "人物",
          "subtype": "character",
          "facets": [
            "actor_like",
            "dialogue_capable",
            "human",
            "name_absent_from_evidence"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "张翯",
          "affected_review_item_ids": [
            "EIR000016"
          ],
          "affected_entity_ids": [
            "E000293",
            "E000355"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000016",
              "batch_item_id": "EIBR000006",
              "entity_id": "E000293",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "小七拜见三位师长"
            }
          ],
          "confidence": "high",
          "reason": "Both E000293 and E000355 are the character 张翯. Merge into one entity.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000293",
          "canonical_name": "张翯",
          "display_name": "张翯",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "小七",
            "张师弟"
          ],
          "mention_count": 8,
          "observation_count": 8,
          "first_seen": "C0098",
          "last_seen": "C0107",
          "registry_review_status": "candidate",
          "registry_importance": "major",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "关系上下文：张真人 - 告知 - 张翯；张翯 - 修炼 - 筑基；张九皋 - 告知 - 张翯",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "小七拜见三位师长",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张翯大骇",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张翯听得已是情绪激动",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张翯居然也取出一枚两尺来长的玉剑",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "张翯",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "代我守卫同门",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "李凡和张翯也大大方方得站在船头",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "连张翯也把手里的玉剑掷出",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "刻板实诚",
              "review_item_id": "EIR000016"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "散修",
              "review_item_id": "EIR000016"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000016",
              "relation_id": "R000400",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000204",
              "counterpart_name": "张真人",
              "counterpart_type": "人物",
              "evidence": [
                "张九皋摆摆手",
                "张九皋坦言道"
              ]
            },
            {
              "review_item_id": "EIR000016",
              "relation_id": "R000404",
              "direction": "subject",
              "relation": "修炼",
              "canonical_frame": "learns_or_practices",
              "counterpart_id": "E000208",
              "counterpart_name": "筑基",
              "counterpart_type": "境界体系",
              "evidence": [
                "堪堪筑基"
              ]
            },
            {
              "review_item_id": "EIR000016",
              "relation_id": "R000417",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000305",
              "counterpart_name": "张九皋",
              "counterpart_type": "人物",
              "evidence": [
                "张九皋絮絮叨叨得嘱咐李凡张翯两个弟子"
              ]
            }
          ]
        },
        {
          "entity_id": "E000355",
          "canonical_name": "张翯",
          "display_name": "张翯",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "小鹤"
          ],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0115",
          "last_seen": "C0116",
          "registry_review_status": "candidate",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "关系上下文：张翯 - 隶属 - 墨竹山；张真人 - 给予 - 张翯",
          "evidence_samples": [
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000476",
              "evidence": "墨竹山内门私事",
              "review_item_id": "EIR000016"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000483",
              "evidence": "把子侄当替死鬼献祭",
              "review_item_id": "EIR000016"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000016",
              "relation_id": "R000476",
              "direction": "subject",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000036",
              "counterpart_name": "墨竹山",
              "counterpart_type": "组织",
              "evidence": [
                "墨竹山内门私事"
              ]
            },
            {
              "review_item_id": "EIR000016",
              "relation_id": "R000483",
              "direction": "object",
              "relation": "给予",
              "canonical_frame": "transfers",
              "counterpart_id": "E000204",
              "counterpart_name": "张真人",
              "counterpart_type": "人物",
              "evidence": [
                "把子侄当替死鬼献祭"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "人物"
          ],
          "cross_type": false,
          "normalized_names": [
            "张翯"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000005"
    },
    {
      "group_key": "conflict:CFG0005",
      "canonical_name": "归尘真炁",
      "review_item_ids": [
        "EIR000004"
      ],
      "severity": "high",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review",
        "registry.identity_conflict",
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [
        "CFG0005"
      ],
      "alias_overlap_aliases": [
        "归尘真炁"
      ],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000004",
          "canonical_name": "归尘真炁",
          "severity": "high",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "semantic_repair.needs_human_review",
            "registry.needs_review",
            "registry.identity_conflict",
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000004",
          "review_item_id": "EIR000004",
          "decision_type": "merge_entities",
          "status": "needs_human_review",
          "target_entity_id": "E000096",
          "source_entity_ids": [
            "E000197"
          ],
          "target_type": "",
          "target_subtype": "qi_technique",
          "target_facets": [
            "energy_type",
            "cultivation_technique"
          ],
          "suggested_canonical_name": "归尘真炁",
          "reanchor_canonical_name": "归尘真炁",
          "taxonomy_candidate_refs": [
            "WTC000007",
            "WTO000007"
          ],
          "reason": "Both entities refer to the same 归尘真炁. E000096 treats it as a technique to cultivate, E000197 as a substance that can be contaminated. They are likely the same energy/technique. Merge into type '功法体系' since it is practiced by characters.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {
            "candidate_id": "WTC000007",
            "overlay_entry_id": "WTO000007",
            "source": "deepseek_flash_non_thinking",
            "term": "归尘真炁",
            "term_class": "canonical_entity",
            "core_type": "功法体系",
            "subtype": "qi_technique",
            "facets": [
              "energy_type",
              "cultivation_technique"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "归尘真炁",
            "affected_review_item_ids": [
              "EIR000004"
            ],
            "affected_entity_ids": [
              "E000096",
              "E000197"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000004",
                "batch_item_id": "EIBR000007",
                "entity_id": "E000197",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "归尘真炁"
              }
            ],
            "confidence": "high",
            "reason": "Both entities refer to the same 归尘真炁. E000096 treats it as a technique to cultivate, E000197 as a substance that can be contaminated. They are likely the same energy/technique. Merge into type '功法体系' since it is practiced by characters.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000005",
            "verdict": "needs_human_review",
            "confidence": "low",
            "reason": "E000197 is '概念法则' (concept/law) while E000096 is '功法体系' (technique). Both refer to some form of 归尘真炁; likely the same energy/technique. However, the different types suggest different ontological views. Human should decide merge.",
            "evidence_assessment": "E000197 evidence mentions it as a substance ('干尸沾染归尘真炁'), E000096 mentions it as a technique to transform ('李凡转化归尘真炁'). They may be the same thing seen from two perspectives.",
            "suggested_change": "Consider merging into a single entity of type '概念法则' or '功法体系' based on deeper evidence."
          }
        ],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000007",
            "overlay_entry_id": "WTO000007",
            "source": "deepseek_flash_non_thinking",
            "term": "归尘真炁",
            "term_class": "canonical_entity",
            "core_type": "功法体系",
            "subtype": "qi_technique",
            "facets": [
              "energy_type",
              "cultivation_technique"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "归尘真炁",
            "affected_review_item_ids": [
              "EIR000004"
            ],
            "affected_entity_ids": [
              "E000096",
              "E000197"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000004",
                "batch_item_id": "EIBR000007",
                "entity_id": "E000197",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "归尘真炁"
              }
            ],
            "confidence": "high",
            "reason": "Both entities refer to the same 归尘真炁. E000096 treats it as a technique to cultivate, E000197 as a substance that can be contaminated. They are likely the same energy/technique. Merge into type '功法体系' since it is practiced by characters.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000007",
          "overlay_entry_id": "WTO000007",
          "source": "deepseek_flash_non_thinking",
          "term": "归尘真炁",
          "term_class": "canonical_entity",
          "core_type": "功法体系",
          "subtype": "qi_technique",
          "facets": [
            "energy_type",
            "cultivation_technique"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "归尘真炁",
          "affected_review_item_ids": [
            "EIR000004"
          ],
          "affected_entity_ids": [
            "E000096",
            "E000197"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000004",
              "batch_item_id": "EIBR000007",
              "entity_id": "E000197",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "归尘真炁"
            }
          ],
          "confidence": "high",
          "reason": "Both entities refer to the same 归尘真炁. E000096 treats it as a technique to cultivate, E000197 as a substance that can be contaminated. They are likely the same energy/technique. Merge into type '功法体系' since it is practiced by characters.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000197",
          "canonical_name": "归尘真炁",
          "display_name": "归尘真炁（概念法则）",
          "type": "概念法则",
          "subtype": "",
          "aliases": [],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0064",
          "last_seen": "C0064",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0005",
            "type_codes": [
              "概念法则",
              "功法体系"
            ],
            "preferred_entity_id": "E000197",
            "role": "preferred",
            "rank": 1,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000005",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "归尘真炁",
            "conflict_group_id": "CFG0005",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000005"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：概念法则 / 功法体系；身份裁决：needs_human_review/needs_human_review/KSR000005",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "筑基大宝",
              "review_item_id": "EIR000004"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0064",
              "obs_id": "",
              "relation_id": "",
              "evidence": "归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0064",
              "obs_id": "",
              "relation_id": "",
              "evidence": "干尸沾染归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0064",
              "obs_id": "",
              "relation_id": "",
              "evidence": "干尸肩胛骨沾染归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0064",
              "obs_id": "O00001160",
              "relation_id": "",
              "evidence": "归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0064",
              "obs_id": "O00001160",
              "relation_id": "",
              "evidence": "干尸沾染归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0064",
              "obs_id": "O00001161",
              "relation_id": "",
              "evidence": "归尘真炁",
              "review_item_id": "EIR000004"
            }
          ],
          "relation_context": []
        },
        {
          "entity_id": "E000096",
          "canonical_name": "归尘真炁",
          "display_name": "归尘真炁（功法体系）",
          "type": "功法体系",
          "subtype": "",
          "aliases": [
            "归尘剑炁"
          ],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0025",
          "last_seen": "C0025",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0005",
            "type_codes": [
              "概念法则",
              "功法体系"
            ],
            "preferred_entity_id": "E000197",
            "role": "alternate",
            "rank": 2,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000005",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "归尘真炁",
            "conflict_group_id": "CFG0005",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000005"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：概念法则 / 功法体系；身份裁决：needs_human_review/needs_human_review/KSR000005；关系上下文：李凡 - 修炼 - 归尘真炁",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "五行遁法之一",
              "review_item_id": "EIR000004"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0025",
              "obs_id": "",
              "relation_id": "",
              "evidence": "归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0025",
              "obs_id": "",
              "relation_id": "",
              "evidence": "李凡转化归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000109",
              "evidence": "归尘真炁",
              "review_item_id": "EIR000004"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000109",
              "evidence": "吞的干尸肩胛骨",
              "review_item_id": "EIR000004"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000004",
              "relation_id": "R000109",
              "direction": "object",
              "relation": "修炼",
              "canonical_frame": "learns_or_practices",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "归尘真炁",
                "吞的干尸肩胛骨"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "resolve_cross_type_identity",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "功法体系",
            "概念法则"
          ],
          "cross_type": true,
          "normalized_names": [
            "归尘真炁"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000006"
    },
    {
      "group_key": "conflict:CFG0007",
      "canonical_name": "煞尸",
      "review_item_ids": [
        "EIR000006"
      ],
      "severity": "high",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review",
        "registry.identity_conflict",
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [
        "CFG0007"
      ],
      "alias_overlap_aliases": [
        "煞尸"
      ],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000006",
          "canonical_name": "煞尸",
          "severity": "high",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "semantic_repair.needs_human_review",
            "registry.needs_review",
            "registry.identity_conflict",
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000006",
          "review_item_id": "EIR000006",
          "decision_type": "merge_entities",
          "status": "needs_human_review",
          "target_entity_id": "E000250",
          "source_entity_ids": [
            "E000172"
          ],
          "target_type": "",
          "target_subtype": "undead_creature",
          "target_facets": [
            "monster",
            "corporeal",
            "hostile"
          ],
          "suggested_canonical_name": "煞尸",
          "reanchor_canonical_name": "煞尸",
          "taxonomy_candidate_refs": [
            "WTC000009",
            "WTO000009"
          ],
          "reason": "E000172 contains detailed descriptions of 煞尸 as a creature type, E000250 treats it as a biological race. They refer to the same undead monster category. Merge into type '生物种族'.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {
            "candidate_id": "WTC000009",
            "overlay_entry_id": "WTO000009",
            "source": "deepseek_flash_non_thinking",
            "term": "煞尸",
            "term_class": "canonical_entity",
            "core_type": "生物种族",
            "subtype": "undead_creature",
            "facets": [
              "monster",
              "corporeal",
              "hostile"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "煞尸",
            "affected_review_item_ids": [
              "EIR000006"
            ],
            "affected_entity_ids": [
              "E000172",
              "E000250"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000006",
                "batch_item_id": "EIBR000009",
                "entity_id": "E000172",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "煞尸四郎瞬息间杀了十来人"
              }
            ],
            "confidence": "high",
            "reason": "E000172 contains detailed descriptions of 煞尸 as a creature type, E000250 treats it as a biological race. They refer to the same undead monster category. Merge into type '生物种族'.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000007",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "reason": "E000172 (概念法则) involves descriptions of 煞尸 as a type of undead/monster with abilities, while E000250 (生物种族) treats it as a race/species. Evidence suggests they refer to the same creature type. Human review needed to decide merge and canonical type.",
            "evidence_assessment": "E000172 evidence is rich: '煞尸四郎瞬息间杀了十来人', '铜皮铁骨', indicating a distinct creature class. E000250 is generic ('煞尸这种东西'). Merge into '生物种族' is reasonable.",
            "suggested_change": "Merge into '生物种族' type, retaining detailed descriptions from E000172."
          }
        ],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000009",
            "overlay_entry_id": "WTO000009",
            "source": "deepseek_flash_non_thinking",
            "term": "煞尸",
            "term_class": "canonical_entity",
            "core_type": "生物种族",
            "subtype": "undead_creature",
            "facets": [
              "monster",
              "corporeal",
              "hostile"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "煞尸",
            "affected_review_item_ids": [
              "EIR000006"
            ],
            "affected_entity_ids": [
              "E000172",
              "E000250"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000006",
                "batch_item_id": "EIBR000009",
                "entity_id": "E000172",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "煞尸四郎瞬息间杀了十来人"
              }
            ],
            "confidence": "high",
            "reason": "E000172 contains detailed descriptions of 煞尸 as a creature type, E000250 treats it as a biological race. They refer to the same undead monster category. Merge into type '生物种族'.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000009",
          "overlay_entry_id": "WTO000009",
          "source": "deepseek_flash_non_thinking",
          "term": "煞尸",
          "term_class": "canonical_entity",
          "core_type": "生物种族",
          "subtype": "undead_creature",
          "facets": [
            "monster",
            "corporeal",
            "hostile"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "煞尸",
          "affected_review_item_ids": [
            "EIR000006"
          ],
          "affected_entity_ids": [
            "E000172",
            "E000250"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000006",
              "batch_item_id": "EIBR000009",
              "entity_id": "E000172",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "煞尸四郎瞬息间杀了十来人"
            }
          ],
          "confidence": "high",
          "reason": "E000172 contains detailed descriptions of 煞尸 as a creature type, E000250 treats it as a biological race. They refer to the same undead monster category. Merge into type '生物种族'.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000172",
          "canonical_name": "煞尸",
          "display_name": "煞尸（概念法则）",
          "type": "概念法则",
          "subtype": "",
          "aliases": [
            "化煞尸变",
            "肉甲煞尸",
            "煞尸仙僵"
          ],
          "mention_count": 9,
          "observation_count": 9,
          "first_seen": "C0052",
          "last_seen": "C0064",
          "registry_review_status": "needs_review",
          "registry_importance": "core",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0007",
            "type_codes": [
              "概念法则",
              "生物种族"
            ],
            "preferred_entity_id": "E000172",
            "role": "preferred",
            "rank": 1,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000007",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "煞尸",
            "conflict_group_id": "CFG0007",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000007"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：概念法则 / 生物种族；身份裁决：needs_human_review/needs_human_review/KSR000007；关系上下文：李凡 - 查看 - 煞尸；四郎 - 隶属 - 煞尸；五弟 - 隶属 - 煞尸",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "煞尸四郎瞬息间杀了十来人",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "煞尸铜皮铁骨",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "吸收了活人精血的煞尸",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "血肉聚甲",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "把煞尸引开",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "煞尸",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "就好像身旁不远处拍着门怒吼的不是什么飞天遁地，铜头铁臂的煞尸，只是条被链子拴着，无能狂吠的恶犬而已。",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "煞尸王",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "铜皮铁骨",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "自愈再生",
              "review_item_id": "EIR000006"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000215",
              "direction": "object",
              "relation": "查看",
              "canonical_frame": "perceives",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "竖起大拇指瞄着煞尸",
                "用神识扫描面前的肉甲煞尸"
              ]
            },
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000220",
              "direction": "object",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000164",
              "counterpart_name": "四郎",
              "counterpart_type": "人物",
              "evidence": [
                "四郎所化的煞尸"
              ]
            },
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000221",
              "direction": "object",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000165",
              "counterpart_name": "五弟",
              "counterpart_type": "人物",
              "evidence": [
                "五弟的脑袋插在他四哥的断颈上"
              ]
            },
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000222",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "煞尸把‘五弟’的头转过去看了她一眼，不知道为啥，却没有立刻攻击，也不知道是不是还有一丝人性。"
              ]
            },
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000223",
              "direction": "object",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000171",
              "counterpart_name": "掌柜",
              "counterpart_type": "人物",
              "evidence": [
                "可这下它正看着了那通往楼梯间里的密道，掌柜的也登时停步，进也不是，退也不是，瞪着那好死不死冒出来的萱娘，气得把牙齿咬得咯咯响。"
              ]
            },
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000254",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000190",
              "counterpart_name": "墓门",
              "counterpart_type": "组织",
              "evidence": [
                "手掌爪拍铁门的震响"
              ]
            },
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000269",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000192",
              "counterpart_name": "道士",
              "counterpart_type": "人物",
              "evidence": [
                "煞尸王"
              ]
            },
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000341",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000050",
              "counterpart_name": "玄天剑意",
              "counterpart_type": "概念法则",
              "evidence": [
                "其实那些煞尸，不能算尸，更接近于一时假死的活人。"
              ]
            }
          ]
        },
        {
          "entity_id": "E000250",
          "canonical_name": "煞尸",
          "display_name": "煞尸（生物种族）",
          "type": "生物种族",
          "subtype": "",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0085",
          "last_seen": "C0085",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0007",
            "type_codes": [
              "概念法则",
              "生物种族"
            ],
            "preferred_entity_id": "E000172",
            "role": "alternate",
            "rank": 2,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000007",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "煞尸",
            "conflict_group_id": "CFG0007",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000007"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：概念法则 / 生物种族；身份裁决：needs_human_review/needs_human_review/KSR000007；关系上下文：萱娘 - 拥有 - 煞尸；四郎 - 隶属 - 煞尸",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "煞尸这种东西",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "难缠",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "可活捉",
              "review_item_id": "EIR000006"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0085",
              "obs_id": "",
              "relation_id": "",
              "evidence": "煞尸这种东西",
              "review_item_id": "EIR000006"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000345",
              "evidence": "萱娘已有身孕",
              "review_item_id": "EIR000006"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000346",
              "evidence": "田四郎没死",
              "review_item_id": "EIR000006"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000345",
              "direction": "object",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000163",
              "counterpart_name": "萱娘",
              "counterpart_type": "人物",
              "evidence": [
                "萱娘已有身孕"
              ]
            },
            {
              "review_item_id": "EIR000006",
              "relation_id": "R000346",
              "direction": "object",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000164",
              "counterpart_name": "四郎",
              "counterpart_type": "人物",
              "evidence": [
                "田四郎没死"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "resolve_cross_type_identity",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "概念法则",
            "生物种族"
          ],
          "cross_type": true,
          "normalized_names": [
            "煞尸"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000007"
    },
    {
      "group_key": "conflict:CFG0010",
      "canonical_name": "童子",
      "review_item_ids": [
        "EIR000008"
      ],
      "severity": "high",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review",
        "registry.identity_conflict",
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [
        "CFG0010"
      ],
      "alias_overlap_aliases": [
        "童子"
      ],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "accepted": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000008",
          "canonical_name": "童子",
          "severity": "high",
          "intake_status": "accepted",
          "issue_sources": [
            "semantic_repair.needs_human_review",
            "registry.needs_review",
            "registry.identity_conflict",
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000008",
          "review_item_id": "EIR000008",
          "decision_type": "merge_entities",
          "status": "accepted",
          "target_entity_id": "E000015",
          "source_entity_ids": [
            "E000034"
          ],
          "target_type": "",
          "target_subtype": "character_group",
          "target_facets": [
            "actor_like",
            "dialogue_capable",
            "human"
          ],
          "suggested_canonical_name": "童子",
          "reanchor_canonical_name": "童子",
          "taxonomy_candidate_refs": [
            "WTC000011",
            "WTO000011"
          ],
          "reason": "E000034 describes the servant roles (童子 as a title), while E000015 refers to the same group of boys disappearing. They are the same character group. Merge into type '人物' representing the collective.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000010",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "reason": "E000034 is a title/role (职位称号) describing the servant position, while E000015 is a group of persons. They overlap semantically but serve different grammatical functions. Human judgment needed to determine whether they should be separate (role vs instance) or merged.",
            "evidence_assessment": "E000034 covers both the role and specific instances (e.g., '两个童子在前边甲板上打架'), while E000015 is a single observation about disappearance. They may be the same group, but type mismatch suggests caution.",
            "suggested_change": "Consider merging into a single entity of type '人物' (person group) if they refer to the same group of boys."
          }
        ],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000011",
            "overlay_entry_id": "WTO000011",
            "source": "deepseek_flash_non_thinking",
            "term": "童子",
            "term_class": "canonical_entity",
            "core_type": "人物",
            "subtype": "character_group",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "童子",
            "affected_review_item_ids": [
              "EIR000008"
            ],
            "affected_entity_ids": [
              "E000034",
              "E000015"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000008",
                "batch_item_id": "EIBR000011",
                "entity_id": "E000034",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "之前的侍奉童子"
              }
            ],
            "confidence": "high",
            "reason": "E000034 describes the servant roles (童子 as a title), while E000015 refers to the same group of boys disappearing. They are the same character group. Merge into type '人物' representing the collective.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000011",
          "overlay_entry_id": "WTO000011",
          "source": "deepseek_flash_non_thinking",
          "term": "童子",
          "term_class": "canonical_entity",
          "core_type": "人物",
          "subtype": "character_group",
          "facets": [
            "actor_like",
            "dialogue_capable",
            "human"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "童子",
          "affected_review_item_ids": [
            "EIR000008"
          ],
          "affected_entity_ids": [
            "E000034",
            "E000015"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000008",
              "batch_item_id": "EIBR000011",
              "entity_id": "E000034",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "之前的侍奉童子"
            }
          ],
          "confidence": "high",
          "reason": "E000034 describes the servant roles (童子 as a title), while E000015 refers to the same group of boys disappearing. They are the same character group. Merge into type '人物' representing the collective.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000034",
          "canonical_name": "童子",
          "display_name": "童子（职位称号）",
          "type": "职位称号",
          "subtype": "",
          "aliases": [
            "侍奉童子",
            "牧龙童子",
            "侍剑牧龙童子"
          ],
          "mention_count": 11,
          "observation_count": 11,
          "first_seen": "C0007",
          "last_seen": "C0063",
          "registry_review_status": "needs_review",
          "registry_importance": "core",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0010",
            "type_codes": [
              "人物",
              "职位称号"
            ],
            "preferred_entity_id": "E000034",
            "role": "preferred",
            "rank": 1,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000010",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "童子",
            "conflict_group_id": "CFG0010",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000010"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：人物 / 职位称号；身份裁决：needs_human_review/needs_human_review/KSR000010；关系上下文：老道 - 告知 - 童子；童子 - 跟随 - 修士；老道 - 查看 - 童子",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "之前的侍奉童子",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "从厅前走出的童子",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "望舒真人座下的童子",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "替他寻了个牧龙童子的差事",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "牧龙童子",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "侍剑牧龙童子",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "童子",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "两个童子在前边甲板上打架",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "侍奉童子",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "侍奉望舒",
              "review_item_id": "EIR000008"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000008",
              "relation_id": "R000004",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000002",
              "counterpart_name": "老道",
              "counterpart_type": "人物",
              "evidence": [
                "今晚在这坐一宿，睡一觉什么事也没有，若是睡不着，晚上不管听到什么，看到什么，只要不走出圈子，可保性命无虞"
              ]
            },
            {
              "review_item_id": "EIR000008",
              "relation_id": "R000007",
              "direction": "subject",
              "relation": "跟随",
              "canonical_frame": "interacts_with",
              "counterpart_id": "E000011",
              "counterpart_name": "修士",
              "counterpart_type": "人物",
              "evidence": [
                "他们身后，则跟着大大小小的童子二十一人"
              ]
            },
            {
              "review_item_id": "EIR000008",
              "relation_id": "R000009",
              "direction": "object",
              "relation": "查看",
              "canonical_frame": "perceives",
              "counterpart_id": "E000002",
              "counterpart_name": "老道",
              "counterpart_type": "人物",
              "evidence": [
                "老道士看看这些或坐或卧，守在蒲团上的小子"
              ]
            },
            {
              "review_item_id": "EIR000008",
              "relation_id": "R000117",
              "direction": "object",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "替他寻了个牧龙童子的差事",
                "他这个差事，全称叫作侍剑牧龙童子"
              ]
            },
            {
              "review_item_id": "EIR000008",
              "relation_id": "R000118",
              "direction": "object",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000091",
              "counterpart_name": "竹山",
              "counterpart_type": "组织",
              "evidence": [
                "竹山养着不少灵禽珍兽"
              ]
            },
            {
              "review_item_id": "EIR000008",
              "relation_id": "R000159",
              "direction": "object",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000129",
              "counterpart_name": "元玄宝",
              "counterpart_type": "人物",
              "evidence": [
                "牧龙童子",
                "李凡忍不住跑到舟头往外看，而陈道通和元玄宝两个一齐后退两步，还打起把纸伞一起撑着。",
                "童子"
              ]
            },
            {
              "review_item_id": "EIR000008",
              "relation_id": "R000160",
              "direction": "object",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000130",
              "counterpart_name": "陈道通",
              "counterpart_type": "人物",
              "evidence": [
                "牧龙童子",
                "童子陈道通",
                "童子"
              ]
            },
            {
              "review_item_id": "EIR000008",
              "relation_id": "R000169",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000034",
              "counterpart_name": "童子",
              "counterpart_type": "职位称号",
              "evidence": [
                "两个童子在前边甲板上打架"
              ]
            }
          ]
        },
        {
          "entity_id": "E000015",
          "canonical_name": "童子",
          "display_name": "童子（人物）",
          "type": "人物",
          "subtype": "",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0003",
          "last_seen": "C0003",
          "registry_review_status": "needs_review",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0010",
            "type_codes": [
              "人物",
              "职位称号"
            ],
            "preferred_entity_id": "E000034",
            "role": "alternate",
            "rank": 2,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000010",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "童子",
            "conflict_group_id": "CFG0010",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000010"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：人物 / 职位称号；身份裁决：needs_human_review/needs_human_review/KSR000010",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "童子们，已尽皆不见了",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0003",
              "obs_id": "",
              "relation_id": "",
              "evidence": "童子们，已尽皆不见了",
              "review_item_id": "EIR000008"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0003",
              "obs_id": "",
              "relation_id": "",
              "evidence": "不见踪影",
              "review_item_id": "EIR000008"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0003",
              "obs_id": "O00000041",
              "relation_id": "",
              "evidence": "童子们，已尽皆不见了",
              "review_item_id": "EIR000008"
            }
          ],
          "relation_context": []
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "resolve_cross_type_identity",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "人物",
            "职位称号"
          ],
          "cross_type": true,
          "normalized_names": [
            "童子"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000008"
    },
    {
      "group_key": "conflict:CFG0011",
      "canonical_name": "观主",
      "review_item_ids": [
        "EIR000009"
      ],
      "severity": "high",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review",
        "registry.identity_conflict",
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [
        "CFG0011"
      ],
      "alias_overlap_aliases": [
        "观主"
      ],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "accepted": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000009",
          "canonical_name": "观主",
          "severity": "high",
          "intake_status": "accepted",
          "issue_sources": [
            "semantic_repair.needs_human_review",
            "registry.needs_review",
            "registry.identity_conflict",
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000009",
          "review_item_id": "EIR000009",
          "decision_type": "merge_entities",
          "status": "accepted",
          "target_entity_id": "E000278",
          "source_entity_ids": [
            "E000117"
          ],
          "target_type": "",
          "target_subtype": "character",
          "target_facets": [
            "actor_like",
            "dialogue_capable",
            "human"
          ],
          "suggested_canonical_name": "观主",
          "reanchor_canonical_name": "观主",
          "taxonomy_candidate_refs": [
            "WTC000012",
            "WTO000012"
          ],
          "reason": "E000278 represents a specific person (观主 doing actions), while E000117 represents the title/position. They likely refer to the same individual. Merge into type '人物' with the title as attribute.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000011",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "reason": "E000278 is a specific person (墨竹山观主, performs actions), while E000117 is a position/title (外门观主). They likely refer to the same individual, but E000117 also carries lineage connotation. Human review needed to decide merge vs distinct.",
            "evidence_assessment": "E000278's actions (炼丹赠李凡) suggest a specific character; E000117's mention '观主一脉的主张' might refer to the lineage. Ambiguous.",
            "suggested_change": "Merge into a single entity of type '人物' (character) with title attributes, if they are the same person."
          }
        ],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000012",
            "overlay_entry_id": "WTO000012",
            "source": "deepseek_flash_non_thinking",
            "term": "观主",
            "term_class": "canonical_entity",
            "core_type": "人物",
            "subtype": "character",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "观主",
            "affected_review_item_ids": [
              "EIR000009"
            ],
            "affected_entity_ids": [
              "E000278",
              "E000117"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000009",
                "batch_item_id": "EIBR000012",
                "entity_id": "E000278",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "观主也吩咐了"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000009",
                "batch_item_id": "EIBR000012",
                "entity_id": "E000117",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "观主一脉的主张"
              }
            ],
            "confidence": "high",
            "reason": "E000278 represents a specific person (观主 doing actions), while E000117 represents the title/position. They likely refer to the same individual. Merge into type '人物' with the title as attribute.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000012",
          "overlay_entry_id": "WTO000012",
          "source": "deepseek_flash_non_thinking",
          "term": "观主",
          "term_class": "canonical_entity",
          "core_type": "人物",
          "subtype": "character",
          "facets": [
            "actor_like",
            "dialogue_capable",
            "human"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "观主",
          "affected_review_item_ids": [
            "EIR000009"
          ],
          "affected_entity_ids": [
            "E000278",
            "E000117"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000009",
              "batch_item_id": "EIBR000012",
              "entity_id": "E000278",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "观主也吩咐了"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000009",
              "batch_item_id": "EIBR000012",
              "entity_id": "E000117",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "观主一脉的主张"
            }
          ],
          "confidence": "high",
          "reason": "E000278 represents a specific person (观主 doing actions), while E000117 represents the title/position. They likely refer to the same individual. Merge into type '人物' with the title as attribute.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000278",
          "canonical_name": "观主",
          "display_name": "观主（人物）",
          "type": "人物",
          "subtype": "",
          "aliases": [],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0096",
          "last_seen": "C0096",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0011",
            "type_codes": [
              "职位称号",
              "人物"
            ],
            "preferred_entity_id": "E000278",
            "role": "preferred",
            "rank": 1,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000011",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "观主",
            "conflict_group_id": "CFG0011",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000011"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：职位称号 / 人物；身份裁决：needs_human_review/needs_human_review/KSR000011；关系上下文：观主 - 给予 - 李凡",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "观主也吩咐了",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "墨竹山观主",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "炼丹赠李凡",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "炼制金丹",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0096",
              "obs_id": "",
              "relation_id": "",
              "evidence": "观主也吩咐了",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0096",
              "obs_id": "",
              "relation_id": "",
              "evidence": "观主吩咐赠丹并赏识李凡",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0096",
              "obs_id": "",
              "relation_id": "",
              "evidence": "观主吩咐并赠丹",
              "review_item_id": "EIR000009"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0096",
              "obs_id": "O00001735",
              "relation_id": "",
              "evidence": "观主也吩咐了",
              "review_item_id": "EIR000009"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000387",
              "evidence": "观主也吩咐了",
              "review_item_id": "EIR000009"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000009",
              "relation_id": "R000387",
              "direction": "subject",
              "relation": "给予",
              "canonical_frame": "transfers",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "观主也吩咐了"
              ]
            }
          ]
        },
        {
          "entity_id": "E000117",
          "canonical_name": "观主",
          "display_name": "观主（职位称号）",
          "type": "职位称号",
          "subtype": "",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0037",
          "last_seen": "C0037",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0011",
            "type_codes": [
              "职位称号",
              "人物"
            ],
            "preferred_entity_id": "E000278",
            "role": "alternate",
            "rank": 2,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000011",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "观主",
            "conflict_group_id": "CFG0011",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000011"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：职位称号 / 人物；身份裁决：needs_human_review/needs_human_review/KSR000011；关系上下文：观主 - 隶属 - 娄观道塔",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "观主一脉的主张",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "外门观主",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0037",
              "obs_id": "",
              "relation_id": "",
              "evidence": "观主一脉的主张",
              "review_item_id": "EIR000009"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0037",
              "obs_id": "",
              "relation_id": "",
              "evidence": "观主一脉主张谨慎拜月",
              "review_item_id": "EIR000009"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000143",
              "evidence": "外门观主的传承，他们是上古娄观道一脉",
              "review_item_id": "EIR000009"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000009",
              "relation_id": "R000143",
              "direction": "subject",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000118",
              "counterpart_name": "娄观道塔",
              "counterpart_type": "地点",
              "evidence": [
                "外门观主的传承，他们是上古娄观道一脉"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "resolve_cross_type_identity",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "人物",
            "职位称号"
          ],
          "cross_type": true,
          "normalized_names": [
            "观主"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000009"
    },
    {
      "group_key": "name:望舒",
      "canonical_name": "望舒",
      "review_item_ids": [
        "EIR000018"
      ],
      "severity": "high",
      "issue_sources": [
        "registry.merge_suspect"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "merge_entities",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
          "review_item_id": "EIR000018",
          "canonical_name": "望舒",
          "severity": "high",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "registry.merge_suspect"
          ],
          "allowed_decisions": [
            "merge_entities",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000018",
          "review_item_id": "EIR000018",
          "decision_type": "needs_human_review",
          "status": "needs_human_review",
          "target_entity_id": "",
          "source_entity_ids": [],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Merge suspect: aliases '姚真人', '姚玄洲' were possibly incorrectly merged into 望舒. Human review needed to confirm alias correctness.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "recommended_decision": "needs_human_review"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "needs_human_review": 1
        },
        "work_taxonomy_action_counts": {
          "needs_human_review": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000013",
            "overlay_entry_id": "WTO000013",
            "source": "deepseek_flash_non_thinking",
            "term": "望舒",
            "term_class": "canonical_entity",
            "core_type": "人物",
            "subtype": "character",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "望舒",
            "affected_review_item_ids": [
              "EIR000018"
            ],
            "affected_entity_ids": [
              "E000033"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000018",
                "batch_item_id": "EIBR000013",
                "entity_id": "E000033",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "姚玄洲也是眉头直皱"
              }
            ],
            "confidence": "medium",
            "reason": "Merge suspect: aliases '姚真人', '姚玄洲' were possibly incorrectly merged into 望舒. Human review needed to confirm alias correctness.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000013",
          "overlay_entry_id": "WTO000013",
          "source": "deepseek_flash_non_thinking",
          "term": "望舒",
          "term_class": "canonical_entity",
          "core_type": "人物",
          "subtype": "character",
          "facets": [
            "actor_like",
            "dialogue_capable",
            "human"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "望舒",
          "affected_review_item_ids": [
            "EIR000018"
          ],
          "affected_entity_ids": [
            "E000033"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000018",
              "batch_item_id": "EIBR000013",
              "entity_id": "E000033",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "姚玄洲也是眉头直皱"
            }
          ],
          "confidence": "medium",
          "reason": "Merge suspect: aliases '姚真人', '姚玄洲' were possibly incorrectly merged into 望舒. Human review needed to confirm alias correctness.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000033",
          "canonical_name": "望舒",
          "display_name": "望舒",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "梁真人",
            "姚真人",
            "姚玄洲",
            "女冠璇玑",
            "璇玑",
            "大胡子严真人",
            "严真人",
            "韦真人",
            "璇玑居士",
            "小姚",
            "胖子",
            "姚兄"
          ],
          "mention_count": 98,
          "observation_count": 98,
          "first_seen": "C0007",
          "last_seen": "C0136",
          "registry_review_status": "candidate",
          "registry_importance": "core",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {
            "status": "needs_review",
            "severity": "medium",
            "reasons": [
              "alias_noise_filtered"
            ],
            "suspect_aliases": [
              "姚真人",
              "姚玄洲"
            ]
          },
          "registry_notes": "疑似误并别名：姚真人 / 姚玄洲；关系上下文：山主 - 告知 - 望舒；李凡 - 跟随 - 望舒；望舒 - 隶属 - 山主",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "姚玄洲也是眉头直皱",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "姚玄洲也早有此猜测",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "姚玄洲也没出剑",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "姚玄洲伸手挡住了",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "姚玄洲说的一线生机",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "姚玄洲眯起眼，认真考虑了一会儿",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "姚玄洲看着对方长相比自己还显老，也是楞了下，有些担心的提点",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "姚真人压低声音",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "被玄天剑意契约",
              "review_item_id": "EIR000018"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "主持斗剑",
              "review_item_id": "EIR000018"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000018",
              "relation_id": "R000032",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000010",
              "counterpart_name": "山主",
              "counterpart_type": "职位称号",
              "evidence": [
                "望舒，玉蟾吃了你的童子"
              ]
            },
            {
              "review_item_id": "EIR000018",
              "relation_id": "R000033",
              "direction": "object",
              "relation": "跟随",
              "canonical_frame": "interacts_with",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "道子随我来",
                "搂着我的腿",
                "小子跟着望舒仙子修行"
              ]
            },
            {
              "review_item_id": "EIR000018",
              "relation_id": "R000034",
              "direction": "subject",
              "relation": "隶属",
              "canonical_frame": "affiliated_with",
              "counterpart_id": "E000010",
              "counterpart_name": "山主",
              "counterpart_type": "职位称号",
              "evidence": [
                "谨奉法旨",
                "山主座下的真传弟子"
              ]
            },
            {
              "review_item_id": "EIR000018",
              "relation_id": "R000037",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "姚真人和李凡本来还想上前恭贺",
                "姚玄洲收起葫芦，默默沉思了一会儿，朝身边的李凡看了一眼，“李清月，这丹葫从何处得的。”",
                "姚玄洲说道"
              ]
            },
            {
              "review_item_id": "EIR000018",
              "relation_id": "R000042",
              "direction": "subject",
              "relation": "给予",
              "canonical_frame": "transfers",
              "counterpart_id": "E000042",
              "counterpart_name": "练气筑基",
              "counterpart_type": "境界体系",
              "evidence": [
                "带你去挑选练气筑基的功法"
              ]
            },
            {
              "review_item_id": "EIR000018",
              "relation_id": "R000045",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000030",
              "counterpart_name": "后天仙道",
              "counterpart_type": "功法体系",
              "evidence": [
                "后天仙道翻来覆去得衍化"
              ]
            },
            {
              "review_item_id": "EIR000018",
              "relation_id": "R000046",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000043",
              "counterpart_name": "金丹期",
              "counterpart_type": "境界体系",
              "evidence": [
                "金丹期才能修炼"
              ]
            },
            {
              "review_item_id": "EIR000018",
              "relation_id": "R000050",
              "direction": "subject",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000045",
              "counterpart_name": "幽泉",
              "counterpart_type": "功法体系",
              "evidence": [
                "幽泉，黄天两道"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "low",
        "review_focus": [
          "check_possible_alias_overmerge",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 1,
          "type_codes": [
            "人物"
          ],
          "cross_type": false,
          "normalized_names": [
            "望舒"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000010"
    },
    {
      "group_key": "name:李兴隆",
      "canonical_name": "李兴隆",
      "review_item_ids": [
        "EIR000020"
      ],
      "severity": "high",
      "issue_sources": [
        "registry.merge_suspect"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "merge_entities",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
          "review_item_id": "EIR000020",
          "canonical_name": "李兴隆",
          "severity": "high",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "registry.merge_suspect"
          ],
          "allowed_decisions": [
            "merge_entities",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000020",
          "review_item_id": "EIR000020",
          "decision_type": "needs_human_review",
          "status": "needs_human_review",
          "target_entity_id": "",
          "source_entity_ids": [],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Merge suspect: aliases '魔修', '田四郎' may be incorrectly merged into 李兴隆. Human review needed.",
          "evidence_ref_count": 6,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "recommended_decision": "needs_human_review"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "needs_human_review": 1
        },
        "work_taxonomy_action_counts": {
          "needs_human_review": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000014",
            "overlay_entry_id": "WTO000014",
            "source": "deepseek_flash_non_thinking",
            "term": "李兴隆",
            "term_class": "canonical_entity",
            "core_type": "人物",
            "subtype": "character",
            "facets": [
              "actor_like",
              "dialogue_capable",
              "human"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "李兴隆",
            "affected_review_item_ids": [
              "EIR000020"
            ],
            "affected_entity_ids": [
              "E000233"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000020",
                "batch_item_id": "EIBR000014",
                "entity_id": "E000233",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "魔修李兴隆"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000020",
                "batch_item_id": "EIBR000014",
                "entity_id": "E000233",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "魔修田四郎未死"
              }
            ],
            "confidence": "medium",
            "reason": "Merge suspect: aliases '魔修', '田四郎' may be incorrectly merged into 李兴隆. Human review needed.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000014",
          "overlay_entry_id": "WTO000014",
          "source": "deepseek_flash_non_thinking",
          "term": "李兴隆",
          "term_class": "canonical_entity",
          "core_type": "人物",
          "subtype": "character",
          "facets": [
            "actor_like",
            "dialogue_capable",
            "human"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "李兴隆",
          "affected_review_item_ids": [
            "EIR000020"
          ],
          "affected_entity_ids": [
            "E000233"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000020",
              "batch_item_id": "EIBR000014",
              "entity_id": "E000233",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "魔修李兴隆"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000020",
              "batch_item_id": "EIBR000014",
              "entity_id": "E000233",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "魔修田四郎未死"
            }
          ],
          "confidence": "medium",
          "reason": "Merge suspect: aliases '魔修', '田四郎' may be incorrectly merged into 李兴隆. Human review needed.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000233",
          "canonical_name": "李兴隆",
          "display_name": "李兴隆",
          "type": "人物",
          "subtype": "",
          "aliases": [
            "魔修",
            "田四郎"
          ],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0081",
          "last_seen": "C0081",
          "registry_review_status": "candidate",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {
            "status": "needs_review",
            "severity": "medium",
            "reasons": [
              "alias_noise_filtered"
            ],
            "suspect_aliases": [
              "魔修",
              "田四郎"
            ]
          },
          "registry_notes": "疑似误并别名：魔修 / 田四郎；关系上下文：玄天剑意 - 告知 - 李兴隆",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "魔修李兴隆",
              "review_item_id": "EIR000020"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "魔修田四郎未死",
              "review_item_id": "EIR000020"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "击杀陈寄奴",
              "review_item_id": "EIR000020"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "未死",
              "review_item_id": "EIR000020"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0081",
              "obs_id": "",
              "relation_id": "",
              "evidence": "魔修李兴隆",
              "review_item_id": "EIR000020"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0081",
              "obs_id": "",
              "relation_id": "",
              "evidence": "魔修田四郎未死",
              "review_item_id": "EIR000020"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000340",
              "evidence": "魔修啊，当年我们三大派相互指着对方骂是魔修",
              "review_item_id": "EIR000020"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000020",
              "relation_id": "R000340",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000050",
              "counterpart_name": "玄天剑意",
              "counterpart_type": "概念法则",
              "evidence": [
                "魔修啊，当年我们三大派相互指着对方骂是魔修"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "low",
        "review_focus": [
          "check_possible_alias_overmerge",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 1,
          "type_codes": [
            "人物"
          ],
          "cross_type": false,
          "normalized_names": [
            "李兴隆"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 6,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000011"
    },
    {
      "group_key": "name:江湖人",
      "canonical_name": "江湖人",
      "review_item_ids": [
        "EIR000021"
      ],
      "severity": "high",
      "issue_sources": [
        "registry.needs_review"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "rename_or_reanchor_entity",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "accepted": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
          "review_item_id": "EIR000021",
          "canonical_name": "江湖人",
          "severity": "high",
          "intake_status": "accepted",
          "issue_sources": [
            "registry.needs_review"
          ],
          "allowed_decisions": [
            "rename_or_reanchor_entity",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000021",
          "review_item_id": "EIR000021",
          "decision_type": "rename_or_reanchor_entity",
          "status": "accepted",
          "target_entity_id": "E000174",
          "source_entity_ids": [],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "高手",
          "reanchor_canonical_name": "高手",
          "taxonomy_candidate_refs": [
            "WTC000031",
            "WTO000031"
          ],
          "reason": "Operator accepted reanchor: evidence span says “几个高手”, and the surrounding context describes combat with minor opponents/extras rather than a named 江湖人 entity.\nPrevious lead/advisory reason retained for audit only: Weak evidence entity (江湖人) with only one conflict relation. Needs human review.",
          "evidence_ref_count": 3,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 2,
        "recommended_decision_counts": {
          "needs_human_review": 1
        },
        "work_taxonomy_action_counts": {
          "needs_human_review": 1,
          "rename_or_reanchor_entity": 1
        },
        "confidence_counts": {
          "low": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000020",
            "overlay_entry_id": "WTO000020",
            "source": "deepseek_flash_non_thinking",
            "term": "江湖人",
            "term_class": "unknown",
            "core_type": "人物",
            "subtype": "generic_group",
            "facets": [
              "actor_like",
              "human"
            ],
            "canonical_entity_allowed": false,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "江湖人",
            "affected_review_item_ids": [
              "EIR000021"
            ],
            "affected_entity_ids": [
              "E000174"
            ],
            "evidence_refs": [
              {
                "source": "relation_context",
                "review_item_id": "EIR000021",
                "batch_item_id": "EIBR000020",
                "entity_id": "E000174",
                "obs_id": "",
                "relation_id": "R000214",
                "chunk_id": "C0053",
                "evidence": "三拳两脚就把几个高手打成碎肉"
              }
            ],
            "confidence": "low",
            "reason": "Weak evidence entity (江湖人) with only one conflict relation. Needs human review.",
            "review_status": "candidate",
            "accepted_by": ""
          },
          {
            "candidate_id": "WTC000031",
            "overlay_entry_id": "WTO000031",
            "source": "deterministic_gap_seed",
            "term": "江湖人",
            "term_class": "span_mismatch",
            "core_type": "",
            "subtype": "",
            "facets": [],
            "canonical_entity_allowed": false,
            "recommended_action": "rename_or_reanchor_entity",
            "suggested_canonical_name": "",
            "affected_review_item_ids": [
              "EIR000021"
            ],
            "affected_entity_ids": [
              "E000174"
            ],
            "evidence_refs": [
              {
                "source": "relation_context",
                "review_item_id": "EIR000021",
                "batch_item_id": "EIBR000020",
                "entity_id": "E000174",
                "obs_id": "",
                "relation_id": "R000214",
                "chunk_id": "C0053",
                "evidence": "三拳两脚就把几个高手打成碎肉"
              },
              {
                "source": "relation_context",
                "review_item_id": "EIR000021",
                "batch_item_id": "EIBR000020",
                "entity_id": "",
                "obs_id": "",
                "relation_id": "R000214",
                "chunk_id": "C0053",
                "evidence": "三拳两脚就把几个高手打成碎肉"
              },
              {
                "source": "entity.relation_context",
                "review_item_id": "EIR000021",
                "batch_item_id": "EIBR000020",
                "entity_id": "E000174",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "['三拳两脚就把几个高手打成碎肉']"
              }
            ],
            "confidence": "medium",
            "reason": "Deterministic guard seed: review entity name is absent from evidence and has no direct mentions.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000020",
          "overlay_entry_id": "WTO000020",
          "source": "deepseek_flash_non_thinking",
          "term": "江湖人",
          "term_class": "unknown",
          "core_type": "人物",
          "subtype": "generic_group",
          "facets": [
            "actor_like",
            "human"
          ],
          "canonical_entity_allowed": false,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "江湖人",
          "affected_review_item_ids": [
            "EIR000021"
          ],
          "affected_entity_ids": [
            "E000174"
          ],
          "evidence_refs": [
            {
              "source": "relation_context",
              "review_item_id": "EIR000021",
              "batch_item_id": "EIBR000020",
              "entity_id": "E000174",
              "obs_id": "",
              "relation_id": "R000214",
              "chunk_id": "C0053",
              "evidence": "三拳两脚就把几个高手打成碎肉"
            }
          ],
          "confidence": "low",
          "reason": "Weak evidence entity (江湖人) with only one conflict relation. Needs human review.",
          "review_status": "candidate",
          "accepted_by": ""
        },
        {
          "candidate_id": "WTC000031",
          "overlay_entry_id": "WTO000031",
          "source": "deterministic_gap_seed",
          "term": "江湖人",
          "term_class": "span_mismatch",
          "core_type": "",
          "subtype": "",
          "facets": [],
          "canonical_entity_allowed": false,
          "recommended_action": "rename_or_reanchor_entity",
          "suggested_canonical_name": "",
          "affected_review_item_ids": [
            "EIR000021"
          ],
          "affected_entity_ids": [
            "E000174"
          ],
          "evidence_refs": [
            {
              "source": "relation_context",
              "review_item_id": "EIR000021",
              "batch_item_id": "EIBR000020",
              "entity_id": "E000174",
              "obs_id": "",
              "relation_id": "R000214",
              "chunk_id": "C0053",
              "evidence": "三拳两脚就把几个高手打成碎肉"
            },
            {
              "source": "relation_context",
              "review_item_id": "EIR000021",
              "batch_item_id": "EIBR000020",
              "entity_id": "",
              "obs_id": "",
              "relation_id": "R000214",
              "chunk_id": "C0053",
              "evidence": "三拳两脚就把几个高手打成碎肉"
            },
            {
              "source": "entity.relation_context",
              "review_item_id": "EIR000021",
              "batch_item_id": "EIBR000020",
              "entity_id": "E000174",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "['三拳两脚就把几个高手打成碎肉']"
            }
          ],
          "confidence": "medium",
          "reason": "Deterministic guard seed: review entity name is absent from evidence and has no direct mentions.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000174",
          "canonical_name": "江湖人",
          "display_name": "江湖人",
          "type": "人物",
          "subtype": "",
          "aliases": [],
          "mention_count": 0,
          "observation_count": 0,
          "first_seen": "",
          "last_seen": "",
          "registry_review_status": "needs_review",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "KG 中该实体仍为弱证据或占位实体，建议人工复审；关系上下文：四郎 - 对抗 - 江湖人",
          "evidence_samples": [
            {
              "source": "relation_context",
              "chunk_id": "C0053",
              "obs_id": "",
              "relation_id": "R000214",
              "evidence": "三拳两脚就把几个高手打成碎肉",
              "review_item_id": "EIR000021"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000214",
              "evidence": "三拳两脚就把几个高手打成碎肉",
              "review_item_id": "EIR000021"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000021",
              "relation_id": "R000214",
              "direction": "object",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000164",
              "counterpart_name": "四郎",
              "counterpart_type": "人物",
              "evidence": [
                "三拳两脚就把几个高手打成碎肉"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 1,
          "type_codes": [
            "人物"
          ],
          "cross_type": false,
          "normalized_names": [
            "江湖人"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 3,
          "work_taxonomy_candidate_count": 2
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000012"
    },
    {
      "group_key": "conflict:CFG0001",
      "canonical_name": "五行遁法",
      "review_item_ids": [
        "EIR000001"
      ],
      "severity": "medium",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review",
        "registry.identity_conflict",
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [
        "CFG0001"
      ],
      "alias_overlap_aliases": [
        "五行遁法"
      ],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000001",
          "canonical_name": "五行遁法",
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          "intake_status": "needs_human_review",
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            "semantic_repair.needs_human_review",
            "registry.needs_review",
            "registry.identity_conflict",
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000001",
          "review_item_id": "EIR000001",
          "decision_type": "merge_entities",
          "status": "needs_human_review",
          "target_entity_id": "E000253",
          "source_entity_ids": [
            "E000048"
          ],
          "target_type": "",
          "target_subtype": "cultivation_system",
          "target_facets": [
            "technique_system",
            "energy_manipulation"
          ],
          "suggested_canonical_name": "五行遁法",
          "reanchor_canonical_name": "五行遁法",
          "taxonomy_candidate_refs": [
            "WTC000001",
            "WTO000001"
          ],
          "reason": "Both entities refer to the 五行遁法 concept. E000048 captures its specific techniques and attributes, while E000253 describes it as a widely-spread cultivation system. They are essentially the same entity seen from different perspectives. Merging with type '功法体系' better reflects the overarching system, under which specific techniques exist.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {
            "candidate_id": "WTC000001",
            "overlay_entry_id": "WTO000001",
            "source": "deepseek_flash_non_thinking",
            "term": "五行遁法",
            "term_class": "canonical_entity",
            "core_type": "功法体系",
            "subtype": "cultivation_system",
            "facets": [
              "technique_system",
              "energy_manipulation"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "五行遁法",
            "affected_review_item_ids": [
              "EIR000001"
            ],
            "affected_entity_ids": [
              "E000048",
              "E000253"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000001",
                "batch_item_id": "EIBR000001",
                "entity_id": "E000048",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "五行遁法，在这个修真世界"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000001",
                "batch_item_id": "EIBR000001",
                "entity_id": "E000048",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "神罡，紫霞，玄冥，赤煞，归尘"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000001",
                "batch_item_id": "EIBR000001",
                "entity_id": "E000253",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "五行遁法都流传开来"
              }
            ],
            "confidence": "high",
            "reason": "Both E000048 and E000253 refer to the same overarching cultivation system. E000048 captures specific techniques (神罡, 紫霞, etc.), while E000253 describes it as a widely-spread system. Merging into type '功法体系' best reflects the overarching system.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000001",
            "verdict": "needs_human_review",
            "confidence": "low",
            "reason": "Both entities refer to 五行遁法 as a cultivation method/system, but with different type perspectives ('术法神通' vs '功法体系'). Evidence does not clearly distinguish whether they are the same conceptual entity or distinct aspects. Human review needed to decide on merge vs distinct.",
            "evidence_assessment": "E000048 evidence shows it as a technique with attributes (五行), while E000253 indicates it as a widely-spread cultivation system. Overlap in semantic domains but no definitive contradiction or confirmation of identity.",
            "suggested_change": "Consider merging into a single entity of type '功法体系' if evidence supports identity, else keep distinct."
          }
        ],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000001",
            "overlay_entry_id": "WTO000001",
            "source": "deepseek_flash_non_thinking",
            "term": "五行遁法",
            "term_class": "canonical_entity",
            "core_type": "功法体系",
            "subtype": "cultivation_system",
            "facets": [
              "technique_system",
              "energy_manipulation"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "五行遁法",
            "affected_review_item_ids": [
              "EIR000001"
            ],
            "affected_entity_ids": [
              "E000048",
              "E000253"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000001",
                "batch_item_id": "EIBR000001",
                "entity_id": "E000048",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "五行遁法，在这个修真世界"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000001",
                "batch_item_id": "EIBR000001",
                "entity_id": "E000048",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "神罡，紫霞，玄冥，赤煞，归尘"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000001",
                "batch_item_id": "EIBR000001",
                "entity_id": "E000253",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "五行遁法都流传开来"
              }
            ],
            "confidence": "high",
            "reason": "Both E000048 and E000253 refer to the same overarching cultivation system. E000048 captures specific techniques (神罡, 紫霞, etc.), while E000253 describes it as a widely-spread system. Merging into type '功法体系' best reflects the overarching system.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000001",
          "overlay_entry_id": "WTO000001",
          "source": "deepseek_flash_non_thinking",
          "term": "五行遁法",
          "term_class": "canonical_entity",
          "core_type": "功法体系",
          "subtype": "cultivation_system",
          "facets": [
            "technique_system",
            "energy_manipulation"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "五行遁法",
          "affected_review_item_ids": [
            "EIR000001"
          ],
          "affected_entity_ids": [
            "E000048",
            "E000253"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000001",
              "batch_item_id": "EIBR000001",
              "entity_id": "E000048",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "五行遁法，在这个修真世界"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000001",
              "batch_item_id": "EIBR000001",
              "entity_id": "E000048",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "神罡，紫霞，玄冥，赤煞，归尘"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000001",
              "batch_item_id": "EIBR000001",
              "entity_id": "E000253",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "五行遁法都流传开来"
            }
          ],
          "confidence": "high",
          "reason": "Both E000048 and E000253 refer to the same overarching cultivation system. E000048 captures specific techniques (神罡, 紫霞, etc.), while E000253 describes it as a widely-spread system. Merging into type '功法体系' best reflects the overarching system.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000048",
          "canonical_name": "五行遁法",
          "display_name": "五行遁法（术法神通）",
          "type": "术法神通",
          "subtype": "",
          "aliases": [
            "神罡",
            "紫霞",
            "玄冥",
            "赤煞",
            "归尘",
            "紫霞真炁",
            "紫霞剑气",
            "紫霞剑鬼",
            "赤煞剑鬼",
            "神罡剑鬼",
            "玄冥剑鬼",
            "五行剑鬼"
          ],
          "mention_count": 9,
          "observation_count": 9,
          "first_seen": "C0010",
          "last_seen": "C0087",
          "registry_review_status": "needs_review",
          "registry_importance": "major",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0001",
            "type_codes": [
              "术法神通",
              "功法体系"
            ],
            "preferred_entity_id": "E000048",
            "role": "preferred",
            "rank": 1,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000001",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "五行遁法",
            "conflict_group_id": "CFG0001",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000001"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：术法神通 / 功法体系；身份裁决：needs_human_review/needs_human_review/KSR000001；关系上下文：李凡 - 查看 - 五行遁法；李凡 - 修炼 - 五行遁法",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "五行遁法，在这个修真世界",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "五行遁法",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "神罡，紫霞，玄冥，赤煞，归尘",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "紫霞剑气朝墙外一甩",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "五行遁法举例",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "修炼五行剑鬼",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "归尘属性的",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "金木水火土对应功法",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "上品五行道息",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "剑气，杀伐运用",
              "review_item_id": "EIR000001"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000001",
              "relation_id": "R000049",
              "direction": "object",
              "relation": "查看",
              "canonical_frame": "perceives",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "五行遁法，在这个修真世界"
              ]
            },
            {
              "review_item_id": "EIR000001",
              "relation_id": "R000074",
              "direction": "object",
              "relation": "修炼",
              "canonical_frame": "learns_or_practices",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "神罡，紫霞，玄冥，赤煞，归尘",
                "五行遁法",
                "李凡吓了一跳，随手就把紫霞剑气朝墙外一甩"
              ]
            }
          ]
        },
        {
          "entity_id": "E000253",
          "canonical_name": "五行遁法",
          "display_name": "五行遁法（功法体系）",
          "type": "功法体系",
          "subtype": "功法",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0087",
          "last_seen": "C0087",
          "registry_review_status": "needs_review",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0001",
            "type_codes": [
              "术法神通",
              "功法体系"
            ],
            "preferred_entity_id": "E000048",
            "role": "alternate",
            "rank": 2,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000001",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "五行遁法",
            "conflict_group_id": "CFG0001",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000001"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：术法神通 / 功法体系；身份裁决：needs_human_review/needs_human_review/KSR000001",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "五行遁法都流传开来",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "流传开来的功法",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0087",
              "obs_id": "",
              "relation_id": "",
              "evidence": "五行遁法都流传开来",
              "review_item_id": "EIR000001"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0087",
              "obs_id": "",
              "relation_id": "",
              "evidence": "五行遁法流传",
              "review_item_id": "EIR000001"
            }
          ],
          "relation_context": []
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "resolve_cross_type_identity",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "功法体系",
            "术法神通"
          ],
          "cross_type": true,
          "normalized_names": [
            "五行遁法"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000013"
    },
    {
      "group_key": "conflict:CFG0002",
      "canonical_name": "基础剑气入门",
      "review_item_ids": [
        "EIR000002"
      ],
      "severity": "medium",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review",
        "registry.identity_conflict",
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [
        "CFG0002"
      ],
      "alias_overlap_aliases": [
        "基础剑气入门"
      ],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000002",
          "canonical_name": "基础剑气入门",
          "severity": "medium",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "semantic_repair.needs_human_review",
            "registry.needs_review",
            "registry.identity_conflict",
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000002",
          "review_item_id": "EIR000002",
          "decision_type": "merge_entities",
          "status": "needs_human_review",
          "target_entity_id": "E000066",
          "source_entity_ids": [
            "E000051"
          ],
          "target_type": "",
          "target_subtype": "book_or_scroll",
          "target_facets": [
            "physical_object",
            "cultivation_manual"
          ],
          "suggested_canonical_name": "基础剑气入门",
          "reanchor_canonical_name": "基础剑气入门",
          "taxonomy_candidate_refs": [
            "WTC000002",
            "WTO000002"
          ],
          "reason": "E000051 is described as a technique/system but the evidence clearly refers to the book '基础剑气入门' (黄色旧竹简, 入门剑法). E000066 is the same physical item (取出《基础剑气入门》在膝上展开细看). They are the same object. Merge into type '物品' as the physical book.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {
            "candidate_id": "WTC000002",
            "overlay_entry_id": "WTO000002",
            "source": "deepseek_flash_non_thinking",
            "term": "基础剑气入门",
            "term_class": "canonical_entity",
            "core_type": "物品",
            "subtype": "book_or_scroll",
            "facets": [
              "physical_object",
              "cultivation_manual"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "基础剑气入门",
            "affected_review_item_ids": [
              "EIR000002"
            ],
            "affected_entity_ids": [
              "E000051",
              "E000066"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000002",
                "batch_item_id": "EIBR000002",
                "entity_id": "E000051",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "基础剑气入门"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000002",
                "batch_item_id": "EIBR000002",
                "entity_id": "E000066",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "竹山剑法里这篇基础剑气入门"
              }
            ],
            "confidence": "high",
            "reason": "E000051 is described as a technique/system but the evidence clearly refers to the physical book '基础剑气入门' (黄色旧竹简, 入门剑法). E000066 is the same physical item (取出《基础剑气入门》在膝上展开细看). They are the same object. Merge into type '物品' as the physical book.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000002",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "reason": "E000051 is described as a technique/system while E000066 is a physical item (book). Evidence strongly suggests they represent the same book/manual ('黄色旧竹简', '竹山剑法里这篇基础剑气入门'). Merging into a single entity of type '物品' would be appropriate, but requires human confirmation.",
            "evidence_assessment": "E000066's evidence includes physical details ('李凡取出经卷'), while E000051's descriptions emphasize the content. They likely refer to the same object, but distinct types cause ambiguity. Merge recommended.",
            "suggested_change": "Merge E000051 and E000066 into canonical entity '基础剑气入门' with type '物品' (physical book), retaining descriptions from both."
          }
        ],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000002",
            "overlay_entry_id": "WTO000002",
            "source": "deepseek_flash_non_thinking",
            "term": "基础剑气入门",
            "term_class": "canonical_entity",
            "core_type": "物品",
            "subtype": "book_or_scroll",
            "facets": [
              "physical_object",
              "cultivation_manual"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "基础剑气入门",
            "affected_review_item_ids": [
              "EIR000002"
            ],
            "affected_entity_ids": [
              "E000051",
              "E000066"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000002",
                "batch_item_id": "EIBR000002",
                "entity_id": "E000051",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "基础剑气入门"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000002",
                "batch_item_id": "EIBR000002",
                "entity_id": "E000066",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "竹山剑法里这篇基础剑气入门"
              }
            ],
            "confidence": "high",
            "reason": "E000051 is described as a technique/system but the evidence clearly refers to the physical book '基础剑气入门' (黄色旧竹简, 入门剑法). E000066 is the same physical item (取出《基础剑气入门》在膝上展开细看). They are the same object. Merge into type '物品' as the physical book.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000002",
          "overlay_entry_id": "WTO000002",
          "source": "deepseek_flash_non_thinking",
          "term": "基础剑气入门",
          "term_class": "canonical_entity",
          "core_type": "物品",
          "subtype": "book_or_scroll",
          "facets": [
            "physical_object",
            "cultivation_manual"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "基础剑气入门",
          "affected_review_item_ids": [
            "EIR000002"
          ],
          "affected_entity_ids": [
            "E000051",
            "E000066"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000002",
              "batch_item_id": "EIBR000002",
              "entity_id": "E000051",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "基础剑气入门"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000002",
              "batch_item_id": "EIBR000002",
              "entity_id": "E000066",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "竹山剑法里这篇基础剑气入门"
            }
          ],
          "confidence": "high",
          "reason": "E000051 is described as a technique/system but the evidence clearly refers to the physical book '基础剑气入门' (黄色旧竹简, 入门剑法). E000066 is the same physical item (取出《基础剑气入门》在膝上展开细看). They are the same object. Merge into type '物品' as the physical book.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000051",
          "canonical_name": "基础剑气入门",
          "display_name": "基础剑气入门（功法体系）",
          "type": "功法体系",
          "subtype": "",
          "aliases": [],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0011",
          "last_seen": "C0011",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0002",
            "type_codes": [
              "物品",
              "功法体系"
            ],
            "preferred_entity_id": "E000051",
            "role": "preferred",
            "rank": 1,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000002",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "基础剑气入门",
            "conflict_group_id": "CFG0002",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000002"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：物品 / 功法体系；身份裁决：needs_human_review/needs_human_review/KSR000002；关系上下文：玄天剑意 - 推荐 - 基础剑气入门；李凡 - 修炼 - 基础剑气入门",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "基础剑气入门",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "竹山剑道基础",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "黄色旧竹简，入门剑法",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0011",
              "obs_id": "",
              "relation_id": "",
              "evidence": "基础剑气入门",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0011",
              "obs_id": "",
              "relation_id": "",
              "evidence": "被玄天剑意推荐",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0011",
              "obs_id": "",
              "relation_id": "",
              "evidence": "玄天剑意推荐的基础剑法",
              "review_item_id": "EIR000002"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0011",
              "obs_id": "O00000199",
              "relation_id": "",
              "evidence": "基础剑气入门",
              "review_item_id": "EIR000002"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0011",
              "obs_id": "O00000199",
              "relation_id": "",
              "evidence": "被玄天剑意推荐",
              "review_item_id": "EIR000002"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000052",
              "evidence": "基础剑气入门",
              "review_item_id": "EIR000002"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000052",
              "evidence": "玄天剑意主动为宿主推荐筑基功法",
              "review_item_id": "EIR000002"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000002",
              "relation_id": "R000052",
              "direction": "object",
              "relation": "推荐",
              "canonical_frame": "related_to",
              "counterpart_id": "E000050",
              "counterpart_name": "玄天剑意",
              "counterpart_type": "概念法则",
              "evidence": [
                "基础剑气入门",
                "玄天剑意主动为宿主推荐筑基功法"
              ]
            },
            {
              "review_item_id": "EIR000002",
              "relation_id": "R000077",
              "direction": "object",
              "relation": "修炼",
              "canonical_frame": "learns_or_practices",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "李凡参考剑气入门"
              ]
            }
          ]
        },
        {
          "entity_id": "E000066",
          "canonical_name": "基础剑气入门",
          "display_name": "基础剑气入门（物品）",
          "type": "物品",
          "subtype": "",
          "aliases": [],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0014",
          "last_seen": "C0015",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0002",
            "type_codes": [
              "物品",
              "功法体系"
            ],
            "preferred_entity_id": "E000051",
            "role": "alternate",
            "rank": 2,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000002",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "基础剑气入门",
            "conflict_group_id": "CFG0002",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000002"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：物品 / 功法体系；身份裁决：needs_human_review/needs_human_review/KSR000002；关系上下文：李凡 - 查看 - 基础剑气入门",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "基础剑气入门",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "竹山剑法里这篇基础剑气入门",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "剑法入门典籍",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0014",
              "obs_id": "",
              "relation_id": "",
              "evidence": "基础剑气入门",
              "review_item_id": "EIR000002"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0015",
              "obs_id": "",
              "relation_id": "",
              "evidence": "竹山剑法里这篇基础剑气入门",
              "review_item_id": "EIR000002"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000076",
              "evidence": "取出《基础剑气入门》在膝上展开细看",
              "review_item_id": "EIR000002"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000002",
              "relation_id": "R000076",
              "direction": "object",
              "relation": "查看",
              "canonical_frame": "perceives",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "取出《基础剑气入门》在膝上展开细看"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "resolve_cross_type_identity",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "功法体系",
            "物品"
          ],
          "cross_type": true,
          "normalized_names": [
            "基础剑气入门"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000014"
    },
    {
      "group_key": "conflict:CFG0006",
      "canonical_name": "渊识",
      "review_item_ids": [
        "EIR000005"
      ],
      "severity": "medium",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review",
        "registry.identity_conflict",
        "registry.alias_overlap"
      ],
      "source_conflict_group_ids": [
        "CFG0006"
      ],
      "alias_overlap_aliases": [
        "渊识"
      ],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": true,
      "review_items": [
        {
          "review_item_id": "EIR000005",
          "canonical_name": "渊识",
          "severity": "medium",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "semantic_repair.needs_human_review",
            "registry.needs_review",
            "registry.identity_conflict",
            "registry.alias_overlap"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000005",
          "review_item_id": "EIR000005",
          "decision_type": "merge_entities",
          "status": "needs_human_review",
          "target_entity_id": "E000222",
          "source_entity_ids": [
            "E000264"
          ],
          "target_type": "",
          "target_subtype": "artwork_or_scroll",
          "target_facets": [
            "physical_object",
            "knowledge_container"
          ],
          "suggested_canonical_name": "渊识",
          "reanchor_canonical_name": "渊识",
          "taxonomy_candidate_refs": [
            "WTC000008",
            "WTO000008"
          ],
          "reason": "E000222 is the physical painting (画卷) containing the insights of 渊识, E000264 is the technique/aspect obtained through comprehending it. They are the same object. Merge into type '物品' as the artwork.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          },
          "work_taxonomy_advisory": {
            "candidate_id": "WTC000008",
            "overlay_entry_id": "WTO000008",
            "source": "deepseek_flash_non_thinking",
            "term": "渊识",
            "term_class": "canonical_entity",
            "core_type": "物品",
            "subtype": "artwork_or_scroll",
            "facets": [
              "physical_object",
              "knowledge_container"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "渊识",
            "affected_review_item_ids": [
              "EIR000005"
            ],
            "affected_entity_ids": [
              "E000222",
              "E000264"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000005",
                "batch_item_id": "EIBR000008",
                "entity_id": "E000222",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "这画里是我所观的‘渊识’"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000005",
                "batch_item_id": "EIBR000008",
                "entity_id": "E000264",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "体悟到一点《渊识》"
              }
            ],
            "confidence": "high",
            "reason": "E000222 is the physical painting (画卷) containing the insights of 渊识, E000264 is the technique/aspect obtained through comprehending it. They are the same object. Merge into type '物品' as the artwork.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "merge_entities": 1
        },
        "work_taxonomy_action_counts": {
          "merge_entities": 1
        },
        "confidence_counts": {
          "medium": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_merge",
            "confidence": "medium",
            "recommended_decision": "merge_entities"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000006",
            "verdict": "needs_human_review",
            "confidence": "medium",
            "reason": "E000222 is an item (画卷), E000264 is a technique. Evidence strongly suggests they are the same artefact: a painting that contains cultivation insights. Merge is recommended, but type selection (item vs technique) requires human decision.",
            "evidence_assessment": "E000222 evidence includes '画里是我所观的渊识', E000264 evidence '体悟到一点《渊识》'. Clearly the same entity; physical object and its content should be unified.",
            "suggested_change": "Merge E000222 and E000264 into single entity '渊识' with type '物品' (artwork) as the dominant form, or create a dual-typed entity."
          }
        ],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000008",
            "overlay_entry_id": "WTO000008",
            "source": "deepseek_flash_non_thinking",
            "term": "渊识",
            "term_class": "canonical_entity",
            "core_type": "物品",
            "subtype": "artwork_or_scroll",
            "facets": [
              "physical_object",
              "knowledge_container"
            ],
            "canonical_entity_allowed": true,
            "recommended_action": "merge_entities",
            "suggested_canonical_name": "渊识",
            "affected_review_item_ids": [
              "EIR000005"
            ],
            "affected_entity_ids": [
              "E000222",
              "E000264"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000005",
                "batch_item_id": "EIBR000008",
                "entity_id": "E000222",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "这画里是我所观的‘渊识’"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000005",
                "batch_item_id": "EIBR000008",
                "entity_id": "E000264",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "体悟到一点《渊识》"
              }
            ],
            "confidence": "high",
            "reason": "E000222 is the physical painting (画卷) containing the insights of 渊识, E000264 is the technique/aspect obtained through comprehending it. They are the same object. Merge into type '物品' as the artwork.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000008",
          "overlay_entry_id": "WTO000008",
          "source": "deepseek_flash_non_thinking",
          "term": "渊识",
          "term_class": "canonical_entity",
          "core_type": "物品",
          "subtype": "artwork_or_scroll",
          "facets": [
            "physical_object",
            "knowledge_container"
          ],
          "canonical_entity_allowed": true,
          "recommended_action": "merge_entities",
          "suggested_canonical_name": "渊识",
          "affected_review_item_ids": [
            "EIR000005"
          ],
          "affected_entity_ids": [
            "E000222",
            "E000264"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000005",
              "batch_item_id": "EIBR000008",
              "entity_id": "E000222",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "这画里是我所观的‘渊识’"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000005",
              "batch_item_id": "EIBR000008",
              "entity_id": "E000264",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "体悟到一点《渊识》"
            }
          ],
          "confidence": "high",
          "reason": "E000222 is the physical painting (画卷) containing the insights of 渊识, E000264 is the technique/aspect obtained through comprehending it. They are the same object. Merge into type '物品' as the artwork.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000222",
          "canonical_name": "渊识",
          "display_name": "渊识（物品）",
          "type": "物品",
          "subtype": "",
          "aliases": [],
          "mention_count": 8,
          "observation_count": 8,
          "first_seen": "C0076",
          "last_seen": "C0095",
          "registry_review_status": "needs_review",
          "registry_importance": "major",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0006",
            "type_codes": [
              "物品",
              "功法体系"
            ],
            "preferred_entity_id": "E000222",
            "role": "preferred",
            "rank": 1,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000006",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "渊识",
            "conflict_group_id": "CFG0006",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000006"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：物品 / 功法体系；身份裁决：needs_human_review/needs_human_review/KSR000006；关系上下文：望舒 - 拥有 - 渊识；李凡 - 拥有 - 渊识；元玄宝 - 查看 - 渊识",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "这画里是我所观的‘渊识’",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "渊识",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "又是《渊识》又是《剑法》又是神罡钱的",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "《渊识》",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "应该是黑莲圣母，得罗教本宗赐下的《渊识》",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "画卷形式",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "记录拜月梦境",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "古画轴",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "古画轴功法",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "黑莲圣母的战利品",
              "review_item_id": "EIR000005"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000005",
              "relation_id": "R000315",
              "direction": "object",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000033",
              "counterpart_name": "望舒",
              "counterpart_type": "人物",
              "evidence": [
                "这画里是我所观的‘渊识’"
              ]
            },
            {
              "review_item_id": "EIR000005",
              "relation_id": "R000321",
              "direction": "object",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "李凡便收起《渊识》和《玄天剑法》",
                "又是《渊识》又是《剑法》又是神罡钱的"
              ]
            },
            {
              "review_item_id": "EIR000005",
              "relation_id": "R000322",
              "direction": "object",
              "relation": "查看",
              "canonical_frame": "perceives",
              "counterpart_id": "E000129",
              "counterpart_name": "元玄宝",
              "counterpart_type": "人物",
              "evidence": [
                "元玄宝，刚才只瞥了一眼《渊识》画卷的背面，便直接吐血"
              ]
            },
            {
              "review_item_id": "EIR000005",
              "relation_id": "R000377",
              "direction": "object",
              "relation": "查看",
              "canonical_frame": "perceives",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "我看过"
              ]
            },
            {
              "review_item_id": "EIR000005",
              "relation_id": "R000378",
              "direction": "object",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000002",
              "counterpart_name": "老道",
              "counterpart_type": "人物",
              "evidence": [
                "曾得了一副《渊识》",
                "得了一副《渊识》",
                "他终于伸出双手，把眼睛闭起来，小心得把那份画卷露出来，将画卷上的名录展现给李凡看。"
              ]
            }
          ]
        },
        {
          "entity_id": "E000264",
          "canonical_name": "渊识",
          "display_name": "渊识（功法体系）",
          "type": "功法体系",
          "subtype": "",
          "aliases": [],
          "mention_count": 1,
          "observation_count": 1,
          "first_seen": "C0090",
          "last_seen": "C0090",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {
            "queue_type": "duplicate_name_cross_type",
            "conflict_group_id": "CFG0006",
            "type_codes": [
              "物品",
              "功法体系"
            ],
            "preferred_entity_id": "E000222",
            "role": "alternate",
            "rank": 2,
            "entity_count": 2
          },
          "identity_adjudication": {
            "action_id": "KSR000006",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "渊识",
            "conflict_group_id": "CFG0006",
            "confidence": 0.5,
            "reason_codes": [
              "duplicate_name_cross_type_unresolved",
              "insufficient_deterministic_support"
            ]
          },
          "semantic_repair_actions": [
            "KSR000006"
          ],
          "merge_suspect": {},
          "registry_notes": "同名异类冲突：物品 / 功法体系；身份裁决：needs_human_review/needs_human_review/KSR000006；关系上下文：元玄宝 - 修炼 - 渊识",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "体悟到一点《渊识》",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "体悟功法",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0090",
              "obs_id": "",
              "relation_id": "",
              "evidence": "体悟到一点《渊识》",
              "review_item_id": "EIR000005"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0090",
              "obs_id": "",
              "relation_id": "",
              "evidence": "元玄宝体悟",
              "review_item_id": "EIR000005"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000366",
              "evidence": "体悟到一点《渊识》",
              "review_item_id": "EIR000005"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000005",
              "relation_id": "R000366",
              "direction": "object",
              "relation": "修炼",
              "canonical_frame": "learns_or_practices",
              "counterpart_id": "E000129",
              "counterpart_name": "元玄宝",
              "counterpart_type": "人物",
              "evidence": [
                "体悟到一点《渊识》"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "high",
        "review_focus": [
          "compare_candidate_entities",
          "resolve_cross_type_identity",
          "check_alias_overlap",
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 2,
          "type_codes": [
            "功法体系",
            "物品"
          ],
          "cross_type": true,
          "normalized_names": [
            "渊识"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000015"
    },
    {
      "group_key": "name:净玉瓶",
      "canonical_name": "净玉瓶",
      "review_item_ids": [
        "EIR000010"
      ],
      "severity": "medium",
      "issue_sources": [
        "registry.needs_review"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "needs_human_review"
      ],
      "intake_status_counts": {
        "needs_human_review": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
          "review_item_id": "EIR000010",
          "canonical_name": "净玉瓶",
          "severity": "medium",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "registry.needs_review"
          ],
          "allowed_decisions": [
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000010",
          "review_item_id": "EIR000010",
          "decision_type": "needs_human_review",
          "status": "needs_human_review",
          "target_entity_id": "",
          "source_entity_ids": [],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Weak evidence entity with only one relation. Needs human review to verify existence and type (currently '物品').",
          "evidence_ref_count": 1,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "needs_human_review": 1
        },
        "work_taxonomy_action_counts": {
          "needs_human_review": 1
        },
        "confidence_counts": {
          "low": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000015",
            "overlay_entry_id": "WTO000015",
            "source": "deepseek_flash_non_thinking",
            "term": "净玉瓶",
            "term_class": "unknown",
            "core_type": "物品",
            "subtype": "artifact",
            "facets": [
              "physical_object",
              "magical_item"
            ],
            "canonical_entity_allowed": false,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "净玉瓶",
            "affected_review_item_ids": [
              "EIR000010"
            ],
            "affected_entity_ids": [
              "E000188"
            ],
            "evidence_refs": [
              {
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                "chunk_id": "C0060",
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            ],
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            "reason": "Weak evidence entity with only one relation. Needs human review to verify existence and type (currently '物品').",
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        ]
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        {
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          "core_type": "物品",
          "subtype": "artifact",
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            "physical_object",
            "magical_item"
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          "canonical_entity_allowed": false,
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          "suggested_canonical_name": "净玉瓶",
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          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "KG 中该实体仍为弱证据或占位实体，建议人工复审；关系上下文：李凡 - 拥有 - 净玉瓶",
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            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
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          ],
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            {
              "review_item_id": "EIR000010",
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              "relation": "拥有",
              "canonical_frame": "possesses",
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              "counterpart_name": "李凡",
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          ]
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          ],
          "cross_type": false,
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          "evidence refs pass exact-source validation"
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        "EIR000011"
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                "relation_id": "",
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            "term_class": "span_mismatch"
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        }
      ],
      "advisory_summary": {
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        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 3,
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            "recommended_decision": "needs_human_review"
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          "review_item_id": "EIR000012",
          "decision_type": "retype_entity",
          "status": "accepted",
          "target_entity_id": "E000193",
          "source_entity_ids": [],
          "target_type": "生物种族",
          "target_subtype": "undead_creature",
          "target_facets": [
            "monster",
            "corporeal",
            "undead"
          ],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Operator accepted EIR000012 retype after 02s allowed-decision expansion: 干尸 is treated as an undead creature/species class in this xianxia/liaozhai/shenmo context.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "needs_human_review": 1
        },
        "work_taxonomy_action_counts": {
          "needs_human_review": 1
        },
        "confidence_counts": {
          "low": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000017",
            "overlay_entry_id": "WTO000017",
            "source": "deepseek_flash_non_thinking",
            "term": "干尸",
            "term_class": "unknown",
            "core_type": "其他",
            "subtype": "corpse",
            "facets": [
              "physical_object",
              "undead"
            ],
            "canonical_entity_allowed": false,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "干尸",
            "affected_review_item_ids": [
              "EIR000012"
            ],
            "affected_entity_ids": [
              "E000193"
            ],
            "evidence_refs": [
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000012",
                "batch_item_id": "EIBR000017",
                "entity_id": "E000193",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "干尸"
              },
              {
                "source": "entity.sample_evidence",
                "review_item_id": "EIR000012",
                "batch_item_id": "EIBR000017",
                "entity_id": "E000193",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "干尸肩胛骨"
              }
            ],
            "confidence": "low",
            "reason": "Entity type is '其他' and evidence is scarce. Human review needed to determine proper type and role.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000017",
          "overlay_entry_id": "WTO000017",
          "source": "deepseek_flash_non_thinking",
          "term": "干尸",
          "term_class": "unknown",
          "core_type": "其他",
          "subtype": "corpse",
          "facets": [
            "physical_object",
            "undead"
          ],
          "canonical_entity_allowed": false,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "干尸",
          "affected_review_item_ids": [
            "EIR000012"
          ],
          "affected_entity_ids": [
            "E000193"
          ],
          "evidence_refs": [
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000012",
              "batch_item_id": "EIBR000017",
              "entity_id": "E000193",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "干尸"
            },
            {
              "source": "entity.sample_evidence",
              "review_item_id": "EIR000012",
              "batch_item_id": "EIBR000017",
              "entity_id": "E000193",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "干尸肩胛骨"
            }
          ],
          "confidence": "low",
          "reason": "Entity type is '其他' and evidence is scarce. Human review needed to determine proper type and role.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000193",
          "canonical_name": "干尸",
          "display_name": "干尸",
          "type": "其他",
          "subtype": "",
          "aliases": [
            "僵尸王将臣"
          ],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0063",
          "last_seen": "C0064",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "实体类型仍未收敛，建议优先补充 ontology/type consolidation 规则；关系上下文：李凡 - 给予 - 干尸",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "干尸",
              "review_item_id": "EIR000012"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "干尸肩胛骨",
              "review_item_id": "EIR000012"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "干尸",
              "review_item_id": "EIR000012"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "煞尸王",
              "review_item_id": "EIR000012"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0063",
              "obs_id": "",
              "relation_id": "",
              "evidence": "干尸",
              "review_item_id": "EIR000012"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0064",
              "obs_id": "",
              "relation_id": "",
              "evidence": "干尸肩胛骨",
              "review_item_id": "EIR000012"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000262",
              "evidence": "把里头的煞炁给干尸嘴里咕咚咕咚咕咚灌下去",
              "review_item_id": "EIR000012"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000262",
              "evidence": "吞的干尸肩胛骨",
              "review_item_id": "EIR000012"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000012",
              "relation_id": "R000262",
              "direction": "object",
              "relation": "给予",
              "canonical_frame": "transfers",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "把里头的煞炁给干尸嘴里咕咚咕咚咕咚灌下去",
                "吞的干尸肩胛骨"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "medium",
        "review_focus": [
          "read_work_taxonomy_signals",
          "verify_target_type"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 1,
          "type_codes": [
            "其他"
          ],
          "cross_type": false,
          "normalized_names": [
            "干尸"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000018"
    },
    {
      "group_key": "name:幽泉",
      "canonical_name": "幽泉",
      "review_item_ids": [
        "EIR000003"
      ],
      "severity": "medium",
      "issue_sources": [
        "semantic_repair.needs_human_review",
        "registry.needs_review"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "merge_entities",
        "retype_entity",
        "distinct_entities",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "accepted": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
          "review_item_id": "EIR000003",
          "canonical_name": "幽泉",
          "severity": "medium",
          "intake_status": "accepted",
          "issue_sources": [
            "semantic_repair.needs_human_review",
            "registry.needs_review"
          ],
          "allowed_decisions": [
            "merge_entities",
            "retype_entity",
            "distinct_entities",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000003",
          "review_item_id": "EIR000003",
          "decision_type": "retype_entity",
          "status": "accepted",
          "target_entity_id": "E000045",
          "source_entity_ids": [],
          "target_type": "职位称号",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Operator correction: 幽泉是道祖的尊号，不是组织。\nPrevious lead/advisory reason retained for audit only: Evidence clearly shows 幽泉 acting as an agent (被幽泉灭门了, 幽泉灭门北辰剑宗) and descriptions indicate it is a 道统/势力. The current type '功法体系' is incorrect. Retype to '组织'.",
          "evidence_ref_count": 8,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_retype",
            "confidence": "high",
            "recommended_decision": "retype_entity"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 1,
        "work_taxonomy_advisory_count": 0,
        "recommended_decision_counts": {
          "retype_entity": 1
        },
        "work_taxonomy_action_counts": {},
        "confidence_counts": {
          "high": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "recommend_retype",
            "confidence": "high",
            "recommended_decision": "retype_entity"
          }
        ],
        "external_advisories": [
          {
            "action_id": "KSR000012",
            "verdict": "accept_with_notes",
            "confidence": "high",
            "reason": "E000045 is typed '功法体系' but evidence clearly shows it acts as an agent ('被幽泉灭门了', '幽泉灭门北辰剑宗'). Its descriptions also identify it as a 道统/势力. Retyping to '组织' (organization) or similar is strongly supported.",
            "evidence_assessment": "Actor signals are consistent; no evidence of it being a technique. Immediate retyping recommended.",
            "suggested_change": "Retype E000045 to type '组织' (organization/sect)."
          }
        ],
        "work_taxonomy_advisories": []
      },
      "work_taxonomy_candidates": [],
      "entities": [
        {
          "entity_id": "E000045",
          "canonical_name": "幽泉",
          "display_name": "幽泉",
          "type": "功法体系",
          "subtype": "",
          "aliases": [],
          "mention_count": 2,
          "observation_count": 2,
          "first_seen": "C0010",
          "last_seen": "C0019",
          "registry_review_status": "needs_review",
          "registry_importance": "minor",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {
            "action_id": "KSR000012",
            "action_type": "needs_human_review",
            "status": "needs_human_review",
            "canonical_name": "幽泉",
            "conflict_group_id": "",
            "confidence": 0.5,
            "reason_codes": [
              "actor_signal",
              "non_person_entity_has_actor_evidence",
              "actor_signal_can_indicate_group_or_force"
            ]
          },
          "semantic_repair_actions": [
            "KSR000012"
          ],
          "merge_suspect": {},
          "registry_notes": "身份裁决：needs_human_review/needs_human_review/KSR000012；关系上下文：望舒 - 告知 - 幽泉；幽泉 - 对抗 - 北辰剑宗",
          "evidence_samples": [
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "可惜被幽泉灭门了",
              "review_item_id": "EIR000003"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0019",
              "obs_id": "",
              "relation_id": "",
              "evidence": "可惜被幽泉灭门了",
              "review_item_id": "EIR000003"
            },
            {
              "source": "entity.mention_previews",
              "chunk_id": "C0019",
              "obs_id": "",
              "relation_id": "",
              "evidence": "幽泉灭门北辰剑宗",
              "review_item_id": "EIR000003"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0019",
              "obs_id": "O00000371",
              "relation_id": "",
              "evidence": "可惜被幽泉灭门了",
              "review_item_id": "EIR000003"
            },
            {
              "source": "observation.entity",
              "chunk_id": "C0019",
              "obs_id": "O00000371",
              "relation_id": "",
              "evidence": "幽泉灭门北辰剑宗",
              "review_item_id": "EIR000003"
            },
            {
              "source": "observation.relation",
              "chunk_id": "C0019",
              "obs_id": "O00000381",
              "relation_id": "",
              "evidence": "可惜被幽泉灭门了",
              "review_item_id": "EIR000003"
            },
            {
              "source": "observation.relation",
              "chunk_id": "C0019",
              "obs_id": "O00000381",
              "relation_id": "",
              "evidence": "幽泉灭门北辰剑宗",
              "review_item_id": "EIR000003"
            },
            {
              "source": "observation.relation",
              "chunk_id": "C0019",
              "obs_id": "O00000382",
              "relation_id": "",
              "evidence": "被幽泉灭门了",
              "review_item_id": "EIR000003"
            },
            {
              "source": "entity.sample_evidence",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "幽泉，黄天两道",
              "review_item_id": "EIR000003"
            },
            {
              "source": "entity.descriptions",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "",
              "evidence": "道祖亲传道统",
              "review_item_id": "EIR000003"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000003",
              "relation_id": "R000050",
              "direction": "object",
              "relation": "告知",
              "canonical_frame": "communicates",
              "counterpart_id": "E000033",
              "counterpart_name": "望舒",
              "counterpart_type": "人物",
              "evidence": [
                "幽泉，黄天两道"
              ]
            },
            {
              "review_item_id": "EIR000003",
              "relation_id": "R000090",
              "direction": "subject",
              "relation": "对抗",
              "canonical_frame": "conflicts_with",
              "counterpart_id": "E000081",
              "counterpart_name": "北辰剑宗",
              "counterpart_type": "组织",
              "evidence": [
                "可惜被幽泉灭门了",
                "被幽泉灭门了"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "medium",
        "review_focus": [
          "verify_target_type"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 1,
          "type_codes": [
            "功法体系"
          ],
          "cross_type": false,
          "normalized_names": [
            "幽泉"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 8,
          "work_taxonomy_candidate_count": 0
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000019"
    },
    {
      "group_key": "name:斗剑",
      "canonical_name": "斗剑",
      "review_item_ids": [
        "EIR000017"
      ],
      "severity": "medium",
      "issue_sources": [
        "registry.needs_review"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "mark_non_entity",
        "rename_or_reanchor_entity",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "accepted": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
          "review_item_id": "EIR000017",
          "canonical_name": "斗剑",
          "severity": "medium",
          "intake_status": "accepted",
          "issue_sources": [
            "registry.needs_review"
          ],
          "allowed_decisions": [
            "mark_non_entity",
            "rename_or_reanchor_entity",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000017",
          "review_item_id": "EIR000017",
          "decision_type": "mark_non_entity",
          "status": "accepted",
          "target_entity_id": "E000322",
          "source_entity_ids": [],
          "target_type": "事件",
          "target_subtype": "duel_behavior",
          "target_facets": [
            "non_entity",
            "action_event"
          ],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [
            "WTC000027",
            "WTO000027"
          ],
          "reason": "Operator correction: 斗剑在本作品里是一种行为，意思接近单挑/比剑，不应作为稳定实体进入 canonical entity registry。",
          "evidence_ref_count": 1,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          },
          "work_taxonomy_advisory": {
            "accepted_by": "",
            "affected_entity_ids": [
              "E000322"
            ],
            "affected_review_item_ids": [
              "EIR000017"
            ],
            "candidate_id": "WTC000027",
            "canonical_entity_allowed": false,
            "confidence": "high",
            "core_type": "事件",
            "evidence_refs": [
              {
                "batch_item_id": "EIBR000018",
                "chunk_id": "C0106",
                "entity_id": "E000322",
                "evidence": "李凡就瞪大了眼睛，使劲提升目力",
                "obs_id": "",
                "relation_id": "R000439",
                "review_item_id": "EIR000017",
                "source": "relation_context"
              },
              {
                "batch_item_id": "EIBR000018",
                "chunk_id": "C0106",
                "entity_id": "",
                "evidence": "李凡就瞪大了眼睛，使劲提升目力",
                "obs_id": "",
                "relation_id": "R000439",
                "review_item_id": "EIR000017",
                "source": "relation_context"
              },
              {
                "batch_item_id": "EIBR000018",
                "chunk_id": "",
                "entity_id": "E000322",
                "evidence": "['李凡就瞪大了眼睛，使劲提升目力']",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000017",
                "source": "entity.relation_context"
              }
            ],
            "facets": [
              "non_entity",
              "action_event"
            ],
            "overlay_entry_id": "WTO000027",
            "reason": "behavior like duel/single combat",
            "recommended_action": "mark_non_entity",
            "review_status": "candidate",
            "source": "operator_feedback_seed",
            "subtype": "duel_behavior",
            "suggested_canonical_name": "",
            "term": "斗剑",
            "term_class": "action_event"
          }
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 3,
        "recommended_decision_counts": {
          "needs_human_review": 1
        },
        "work_taxonomy_action_counts": {
          "mark_non_entity": 2,
          "rename_or_reanchor_entity": 1
        },
        "confidence_counts": {
          "low": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
            "candidate_id": "WTC000018",
            "overlay_entry_id": "WTO000018",
            "source": "deepseek_flash_non_thinking",
            "term": "斗剑",
            "term_class": "action_event",
            "core_type": "事件",
            "subtype": "duel_behavior",
            "facets": [
              "non_entity",
              "action_event"
            ],
            "canonical_entity_allowed": false,
            "recommended_action": "mark_non_entity",
            "suggested_canonical_name": "",
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              "EIR000017"
            ],
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              "E000322"
            ],
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              {
                "source": "relation_context",
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                "batch_item_id": "EIBR000018",
                "entity_id": "E000322",
                "obs_id": "",
                "relation_id": "R000439",
                "chunk_id": "C0106",
                "evidence": "李凡就瞪大了眼睛，使劲提升目力"
              }
            ],
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            "review_status": "candidate",
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              "action_event"
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              "E000322"
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            "evidence_refs": [
              {
                "source": "relation_context",
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              },
              {
                "source": "relation_context",
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                "obs_id": "",
                "relation_id": "R000439",
                "chunk_id": "C0106",
                "evidence": "李凡就瞪大了眼睛，使劲提升目力"
              },
              {
                "source": "entity.relation_context",
                "review_item_id": "EIR000017",
                "batch_item_id": "EIBR000018",
                "entity_id": "E000322",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "['李凡就瞪大了眼睛，使劲提升目力']"
              }
            ],
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            "reason": "behavior like duel/single combat",
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          },
          {
            "candidate_id": "WTC000030",
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            "term_class": "span_mismatch",
            "core_type": "",
            "subtype": "",
            "facets": [],
            "canonical_entity_allowed": false,
            "recommended_action": "rename_or_reanchor_entity",
            "suggested_canonical_name": "",
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              "EIR000017"
            ],
            "affected_entity_ids": [
              "E000322"
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              {
                "source": "relation_context",
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              },
              {
                "source": "relation_context",
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                "obs_id": "",
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                "chunk_id": "C0106",
                "evidence": "李凡就瞪大了眼睛，使劲提升目力"
              },
              {
                "source": "entity.relation_context",
                "review_item_id": "EIR000017",
                "batch_item_id": "EIBR000018",
                "entity_id": "E000322",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "['李凡就瞪大了眼睛，使劲提升目力']"
              }
            ],
            "confidence": "medium",
            "reason": "Deterministic guard seed: review entity name is absent from evidence and has no direct mentions.",
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            "accepted_by": ""
          }
        ]
      },
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        {
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          "overlay_entry_id": "WTO000018",
          "source": "deepseek_flash_non_thinking",
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            "action_event"
          ],
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          ],
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            {
              "source": "relation_context",
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            }
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        },
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            "non_entity",
            "action_event"
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          "canonical_entity_allowed": false,
          "recommended_action": "mark_non_entity",
          "suggested_canonical_name": "",
          "affected_review_item_ids": [
            "EIR000017"
          ],
          "affected_entity_ids": [
            "E000322"
          ],
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            {
              "source": "relation_context",
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              "relation_id": "R000439",
              "chunk_id": "C0106",
              "evidence": "李凡就瞪大了眼睛，使劲提升目力"
            },
            {
              "source": "relation_context",
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              "batch_item_id": "EIBR000018",
              "entity_id": "",
              "obs_id": "",
              "relation_id": "R000439",
              "chunk_id": "C0106",
              "evidence": "李凡就瞪大了眼睛，使劲提升目力"
            },
            {
              "source": "entity.relation_context",
              "review_item_id": "EIR000017",
              "batch_item_id": "EIBR000018",
              "entity_id": "E000322",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "['李凡就瞪大了眼睛，使劲提升目力']"
            }
          ],
          "confidence": "high",
          "reason": "behavior like duel/single combat",
          "review_status": "candidate",
          "accepted_by": ""
        },
        {
          "candidate_id": "WTC000030",
          "overlay_entry_id": "WTO000030",
          "source": "deterministic_gap_seed",
          "term": "斗剑",
          "term_class": "span_mismatch",
          "core_type": "",
          "subtype": "",
          "facets": [],
          "canonical_entity_allowed": false,
          "recommended_action": "rename_or_reanchor_entity",
          "suggested_canonical_name": "",
          "affected_review_item_ids": [
            "EIR000017"
          ],
          "affected_entity_ids": [
            "E000322"
          ],
          "evidence_refs": [
            {
              "source": "relation_context",
              "review_item_id": "EIR000017",
              "batch_item_id": "EIBR000018",
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              "relation_id": "R000439",
              "chunk_id": "C0106",
              "evidence": "李凡就瞪大了眼睛，使劲提升目力"
            },
            {
              "source": "relation_context",
              "review_item_id": "EIR000017",
              "batch_item_id": "EIBR000018",
              "entity_id": "",
              "obs_id": "",
              "relation_id": "R000439",
              "chunk_id": "C0106",
              "evidence": "李凡就瞪大了眼睛，使劲提升目力"
            },
            {
              "source": "entity.relation_context",
              "review_item_id": "EIR000017",
              "batch_item_id": "EIBR000018",
              "entity_id": "E000322",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "['李凡就瞪大了眼睛，使劲提升目力']"
            }
          ],
          "confidence": "medium",
          "reason": "Deterministic guard seed: review entity name is absent from evidence and has no direct mentions.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000322",
          "canonical_name": "斗剑",
          "display_name": "斗剑",
          "type": "物品",
          "subtype": "兵器",
          "aliases": [],
          "mention_count": 0,
          "observation_count": 0,
          "first_seen": "",
          "last_seen": "",
          "registry_review_status": "needs_review",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "KG 中该实体仍为弱证据或占位实体，建议人工复审；关系上下文：李凡 - 查看 - 斗剑",
          "evidence_samples": [
            {
              "source": "source_chunk",
              "chunk_id": "C0088",
              "obs_id": "",
              "relation_id": "",
              "evidence": "一同斗剑去了",
              "review_item_id": "EIR000017"
            },
            {
              "source": "relation_context",
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              "obs_id": "",
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            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000017",
              "relation_id": "R000439",
              "direction": "object",
              "relation": "查看",
              "canonical_frame": "perceives",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "李凡就瞪大了眼睛，使劲提升目力"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "medium",
        "review_focus": [
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
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          "type_codes": [
            "物品"
          ],
          "cross_type": false,
          "normalized_names": [
            "斗剑"
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          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 1,
          "work_taxonomy_candidate_count": 3
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000020"
    },
    {
      "group_key": "name:札甲",
      "canonical_name": "札甲",
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        "EIR000019"
      ],
      "severity": "medium",
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      "side_by_side": false,
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        }
      ],
      "decision_summaries": [
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          "status": "needs_human_review",
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          "source_entity_ids": [],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Weak evidence entity (札甲) with only one relation. Needs human review.",
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          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
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          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
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        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
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        },
        "work_taxonomy_action_counts": {
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        },
        "confidence_counts": {
          "low": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
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        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
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            "overlay_entry_id": "WTO000019",
            "source": "deepseek_flash_non_thinking",
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            "term_class": "unknown",
            "core_type": "物品",
            "subtype": "armor",
            "facets": [
              "physical_object",
              "equipment"
            ],
            "canonical_entity_allowed": false,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "札甲",
            "affected_review_item_ids": [
              "EIR000019"
            ],
            "affected_entity_ids": [
              "E000303"
            ],
            "evidence_refs": [
              {
                "source": "relation_context",
                "review_item_id": "EIR000019",
                "batch_item_id": "EIBR000019",
                "entity_id": "E000303",
                "obs_id": "",
                "relation_id": "R000411",
                "chunk_id": "C0099",
                "evidence": "量身改了件札甲胸衣"
              }
            ],
            "confidence": "low",
            "reason": "Weak evidence entity (札甲) with only one relation. Needs human review.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
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          "overlay_entry_id": "WTO000019",
          "source": "deepseek_flash_non_thinking",
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          "core_type": "物品",
          "subtype": "armor",
          "facets": [
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            "equipment"
          ],
          "canonical_entity_allowed": false,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "札甲",
          "affected_review_item_ids": [
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          ],
          "affected_entity_ids": [
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          ],
          "evidence_refs": [
            {
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              "obs_id": "",
              "relation_id": "R000411",
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              "evidence": "量身改了件札甲胸衣"
            }
          ],
          "confidence": "low",
          "reason": "Weak evidence entity (札甲) with only one relation. Needs human review.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
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          "canonical_name": "札甲",
          "display_name": "札甲",
          "type": "物品",
          "subtype": "其他道具",
          "aliases": [],
          "mention_count": 0,
          "observation_count": 0,
          "first_seen": "",
          "last_seen": "",
          "registry_review_status": "needs_review",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "KG 中该实体仍为弱证据或占位实体，建议人工复审；关系上下文：李凡 - 拥有 - 札甲",
          "evidence_samples": [
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000411",
              "evidence": "量身改了件札甲胸衣",
              "review_item_id": "EIR000019"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000019",
              "relation_id": "R000411",
              "direction": "object",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000003",
              "counterpart_name": "李凡",
              "counterpart_type": "人物",
              "evidence": [
                "量身改了件札甲胸衣"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "low",
        "review_focus": [
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 1,
          "type_codes": [
            "物品"
          ],
          "cross_type": false,
          "normalized_names": [
            "札甲"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 1,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000021"
    },
    {
      "group_key": "name:画卷",
      "canonical_name": "画卷",
      "review_item_ids": [
        "EIR000022"
      ],
      "severity": "medium",
      "issue_sources": [
        "registry.needs_review"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "rename_or_reanchor_entity",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "accepted": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
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          "canonical_name": "画卷",
          "severity": "medium",
          "intake_status": "accepted",
          "issue_sources": [
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          ],
          "allowed_decisions": [
            "rename_or_reanchor_entity",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
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          "review_item_id": "EIR000022",
          "decision_type": "rename_or_reanchor_entity",
          "status": "accepted",
          "target_entity_id": "E000032",
          "source_entity_ids": [],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "画轴",
          "reanchor_canonical_name": "画轴",
          "taxonomy_candidate_refs": [
            "WTC000032",
            "WTO000032"
          ],
          "reason": "Operator accepted reanchor: exact evidence says “山主抱着一卷画轴”; the extracted canonical name 画卷 should be reanchored to the literal object name 画轴.\nPrevious lead/advisory reason retained for audit only: Weak evidence entity (画卷) with only one relation. Needs human review.",
          "evidence_ref_count": 3,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
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          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
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        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 2,
        "recommended_decision_counts": {
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        },
        "work_taxonomy_action_counts": {
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          "rename_or_reanchor_entity": 1
        },
        "confidence_counts": {
          "low": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
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            "overlay_entry_id": "WTO000021",
            "source": "deepseek_flash_non_thinking",
            "term": "画卷",
            "term_class": "unknown",
            "core_type": "物品",
            "subtype": "artwork",
            "facets": [
              "physical_object"
            ],
            "canonical_entity_allowed": false,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "画卷",
            "affected_review_item_ids": [
              "EIR000022"
            ],
            "affected_entity_ids": [
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            ],
            "evidence_refs": [
              {
                "source": "relation_context",
                "review_item_id": "EIR000022",
                "batch_item_id": "EIBR000021",
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                "obs_id": "",
                "relation_id": "R000028",
                "chunk_id": "C0006",
                "evidence": "山主抱着一卷画轴"
              }
            ],
            "confidence": "low",
            "reason": "Weak evidence entity (画卷) with only one relation. Needs human review.",
            "review_status": "candidate",
            "accepted_by": ""
          },
          {
            "candidate_id": "WTC000032",
            "overlay_entry_id": "WTO000032",
            "source": "deterministic_gap_seed",
            "term": "画卷",
            "term_class": "span_mismatch",
            "core_type": "",
            "subtype": "",
            "facets": [],
            "canonical_entity_allowed": false,
            "recommended_action": "rename_or_reanchor_entity",
            "suggested_canonical_name": "",
            "affected_review_item_ids": [
              "EIR000022"
            ],
            "affected_entity_ids": [
              "E000032"
            ],
            "evidence_refs": [
              {
                "source": "relation_context",
                "review_item_id": "EIR000022",
                "batch_item_id": "EIBR000021",
                "entity_id": "E000032",
                "obs_id": "",
                "relation_id": "R000028",
                "chunk_id": "C0006",
                "evidence": "山主抱着一卷画轴"
              },
              {
                "source": "relation_context",
                "review_item_id": "EIR000022",
                "batch_item_id": "EIBR000021",
                "entity_id": "",
                "obs_id": "",
                "relation_id": "R000028",
                "chunk_id": "C0006",
                "evidence": "山主抱着一卷画轴"
              },
              {
                "source": "entity.relation_context",
                "review_item_id": "EIR000022",
                "batch_item_id": "EIBR000021",
                "entity_id": "E000032",
                "obs_id": "",
                "relation_id": "",
                "chunk_id": "",
                "evidence": "['山主抱着一卷画轴']"
              }
            ],
            "confidence": "medium",
            "reason": "Deterministic guard seed: review entity name is absent from evidence and has no direct mentions.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
          "candidate_id": "WTC000021",
          "overlay_entry_id": "WTO000021",
          "source": "deepseek_flash_non_thinking",
          "term": "画卷",
          "term_class": "unknown",
          "core_type": "物品",
          "subtype": "artwork",
          "facets": [
            "physical_object"
          ],
          "canonical_entity_allowed": false,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "画卷",
          "affected_review_item_ids": [
            "EIR000022"
          ],
          "affected_entity_ids": [
            "E000032"
          ],
          "evidence_refs": [
            {
              "source": "relation_context",
              "review_item_id": "EIR000022",
              "batch_item_id": "EIBR000021",
              "entity_id": "E000032",
              "obs_id": "",
              "relation_id": "R000028",
              "chunk_id": "C0006",
              "evidence": "山主抱着一卷画轴"
            }
          ],
          "confidence": "low",
          "reason": "Weak evidence entity (画卷) with only one relation. Needs human review.",
          "review_status": "candidate",
          "accepted_by": ""
        },
        {
          "candidate_id": "WTC000032",
          "overlay_entry_id": "WTO000032",
          "source": "deterministic_gap_seed",
          "term": "画卷",
          "term_class": "span_mismatch",
          "core_type": "",
          "subtype": "",
          "facets": [],
          "canonical_entity_allowed": false,
          "recommended_action": "rename_or_reanchor_entity",
          "suggested_canonical_name": "",
          "affected_review_item_ids": [
            "EIR000022"
          ],
          "affected_entity_ids": [
            "E000032"
          ],
          "evidence_refs": [
            {
              "source": "relation_context",
              "review_item_id": "EIR000022",
              "batch_item_id": "EIBR000021",
              "entity_id": "E000032",
              "obs_id": "",
              "relation_id": "R000028",
              "chunk_id": "C0006",
              "evidence": "山主抱着一卷画轴"
            },
            {
              "source": "relation_context",
              "review_item_id": "EIR000022",
              "batch_item_id": "EIBR000021",
              "entity_id": "",
              "obs_id": "",
              "relation_id": "R000028",
              "chunk_id": "C0006",
              "evidence": "山主抱着一卷画轴"
            },
            {
              "source": "entity.relation_context",
              "review_item_id": "EIR000022",
              "batch_item_id": "EIBR000021",
              "entity_id": "E000032",
              "obs_id": "",
              "relation_id": "",
              "chunk_id": "",
              "evidence": "['山主抱着一卷画轴']"
            }
          ],
          "confidence": "medium",
          "reason": "Deterministic guard seed: review entity name is absent from evidence and has no direct mentions.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000032",
          "canonical_name": "画卷",
          "display_name": "画卷",
          "type": "物品",
          "subtype": "其他道具",
          "aliases": [],
          "mention_count": 0,
          "observation_count": 0,
          "first_seen": "",
          "last_seen": "",
          "registry_review_status": "needs_review",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "KG 中该实体仍为弱证据或占位实体，建议人工复审；关系上下文：山主 - 拥有 - 画卷",
          "evidence_samples": [
            {
              "source": "relation_context",
              "chunk_id": "C0006",
              "obs_id": "",
              "relation_id": "R000028",
              "evidence": "山主抱着一卷画轴",
              "review_item_id": "EIR000022"
            },
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000028",
              "evidence": "山主抱着一卷画轴",
              "review_item_id": "EIR000022"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000022",
              "relation_id": "R000028",
              "direction": "object",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000010",
              "counterpart_name": "山主",
              "counterpart_type": "职位称号",
              "evidence": [
                "山主抱着一卷画轴"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "medium",
        "review_focus": [
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 1,
          "type_codes": [
            "物品"
          ],
          "cross_type": false,
          "normalized_names": [
            "画卷"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 3,
          "work_taxonomy_candidate_count": 2
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000022"
    },
    {
      "group_key": "name:白釉玉净瓶",
      "canonical_name": "白釉玉净瓶",
      "review_item_ids": [
        "EIR000023"
      ],
      "severity": "medium",
      "issue_sources": [
        "registry.needs_review"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "needs_human_review"
      ],
      "intake_status_counts": {
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      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
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          "canonical_name": "白釉玉净瓶",
          "severity": "medium",
          "intake_status": "needs_human_review",
          "issue_sources": [
            "registry.needs_review"
          ],
          "allowed_decisions": [
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
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          "review_item_id": "EIR000023",
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          "status": "needs_human_review",
          "target_entity_id": "",
          "source_entity_ids": [],
          "target_type": "",
          "target_subtype": "",
          "target_facets": [],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [],
          "reason": "Weak evidence entity (白釉玉净瓶) with only one relation. Needs human review.",
          "evidence_ref_count": 1,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          },
          "work_taxonomy_advisory": {}
        }
      ],
      "advisory_summary": {
        "decision_advisory_count": 1,
        "external_advisory_count": 0,
        "work_taxonomy_advisory_count": 1,
        "recommended_decision_counts": {
          "needs_human_review": 1
        },
        "work_taxonomy_action_counts": {
          "needs_human_review": 1
        },
        "confidence_counts": {
          "low": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
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            "overlay_entry_id": "WTO000022",
            "source": "deepseek_flash_non_thinking",
            "term": "白釉玉净瓶",
            "term_class": "unknown",
            "core_type": "物品",
            "subtype": "artifact",
            "facets": [
              "physical_object",
              "magical_item"
            ],
            "canonical_entity_allowed": false,
            "recommended_action": "needs_human_review",
            "suggested_canonical_name": "白釉玉净瓶",
            "affected_review_item_ids": [
              "EIR000023"
            ],
            "affected_entity_ids": [
              "E000187"
            ],
            "evidence_refs": [
              {
                "source": "relation_context",
                "review_item_id": "EIR000023",
                "batch_item_id": "EIBR000022",
                "entity_id": "E000187",
                "obs_id": "",
                "relation_id": "R000247",
                "chunk_id": "C0060",
                "evidence": "元玄宝拿出一张折成三角的黄符，一个白釉玉净瓶递给李凡"
              }
            ],
            "confidence": "low",
            "reason": "Weak evidence entity (白釉玉净瓶) with only one relation. Needs human review.",
            "review_status": "candidate",
            "accepted_by": ""
          }
        ]
      },
      "work_taxonomy_candidates": [
        {
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          "overlay_entry_id": "WTO000022",
          "source": "deepseek_flash_non_thinking",
          "term": "白釉玉净瓶",
          "term_class": "unknown",
          "core_type": "物品",
          "subtype": "artifact",
          "facets": [
            "physical_object",
            "magical_item"
          ],
          "canonical_entity_allowed": false,
          "recommended_action": "needs_human_review",
          "suggested_canonical_name": "白釉玉净瓶",
          "affected_review_item_ids": [
            "EIR000023"
          ],
          "affected_entity_ids": [
            "E000187"
          ],
          "evidence_refs": [
            {
              "source": "relation_context",
              "review_item_id": "EIR000023",
              "batch_item_id": "EIBR000022",
              "entity_id": "E000187",
              "obs_id": "",
              "relation_id": "R000247",
              "chunk_id": "C0060",
              "evidence": "元玄宝拿出一张折成三角的黄符，一个白釉玉净瓶递给李凡"
            }
          ],
          "confidence": "low",
          "reason": "Weak evidence entity (白釉玉净瓶) with only one relation. Needs human review.",
          "review_status": "candidate",
          "accepted_by": ""
        }
      ],
      "entities": [
        {
          "entity_id": "E000187",
          "canonical_name": "白釉玉净瓶",
          "display_name": "白釉玉净瓶",
          "type": "物品",
          "subtype": "其他道具",
          "aliases": [],
          "mention_count": 0,
          "observation_count": 0,
          "first_seen": "",
          "last_seen": "",
          "registry_review_status": "needs_review",
          "registry_importance": "background",
          "locked": false,
          "identity_conflict": {},
          "identity_adjudication": {},
          "semantic_repair_actions": [],
          "merge_suspect": {},
          "registry_notes": "KG 中该实体仍为弱证据或占位实体，建议人工复审；关系上下文：元玄宝 - 拥有 - 白釉玉净瓶",
          "evidence_samples": [
            {
              "source": "relation_context",
              "chunk_id": "",
              "obs_id": "",
              "relation_id": "R000247",
              "evidence": "元玄宝拿出一张折成三角的黄符，一个白釉玉净瓶递给李凡",
              "review_item_id": "EIR000023"
            }
          ],
          "relation_context": [
            {
              "review_item_id": "EIR000023",
              "relation_id": "R000247",
              "direction": "object",
              "relation": "拥有",
              "canonical_frame": "possesses",
              "counterpart_id": "E000129",
              "counterpart_name": "元玄宝",
              "counterpart_type": "人物",
              "evidence": [
                "元玄宝拿出一张折成三角的黄符，一个白釉玉净瓶递给李凡"
              ]
            }
          ]
        }
      ],
      "lead_synthesis": {
        "status": "read_only_synthesis",
        "human_review_priority": "low",
        "review_focus": [
          "read_work_taxonomy_signals"
        ],
        "deterministic_signals": {
          "review_item_count": 1,
          "entity_count": 1,
          "type_codes": [
            "物品"
          ],
          "cross_type": false,
          "normalized_names": [
            "白釉玉净瓶"
          ],
          "same_normalized_name": true,
          "validation_failure_count": 0,
          "validation_warning_count": 0,
          "decision_evidence_ref_count": 1,
          "work_taxonomy_candidate_count": 1
        },
        "accepted_overlay_candidate_created": false,
        "required_before_acceptance": [
          "operator supplies status=accepted",
          "operator supplies accepted_by",
          "decision keeps legal entity refs and allowed enum",
          "evidence refs pass exact-source validation"
        ]
      },
      "group_id": "EIG000023"
    },
    {
      "group_key": "name:贼子",
      "canonical_name": "贼子",
      "review_item_ids": [
        "EIR000024"
      ],
      "severity": "medium",
      "issue_sources": [
        "registry.needs_review"
      ],
      "source_conflict_group_ids": [],
      "alias_overlap_aliases": [],
      "allowed_decisions": [
        "mark_non_entity",
        "needs_human_review"
      ],
      "intake_status_counts": {
        "accepted": 1
      },
      "validation_failure_count": 0,
      "validation_warning_count": 0,
      "side_by_side": false,
      "review_items": [
        {
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          "canonical_name": "贼子",
          "severity": "medium",
          "intake_status": "accepted",
          "issue_sources": [
            "registry.needs_review"
          ],
          "allowed_decisions": [
            "mark_non_entity",
            "needs_human_review"
          ]
        }
      ],
      "decision_summaries": [
        {
          "decision_id": "EID000024",
          "review_item_id": "EIR000024",
          "decision_type": "mark_non_entity",
          "status": "accepted",
          "target_entity_id": "E000257",
          "source_entity_ids": [],
          "target_type": "称谓",
          "target_subtype": "generic_insult_or_epithet",
          "target_facets": [
            "non_entity",
            "generic_epithet"
          ],
          "suggested_canonical_name": "",
          "reanchor_canonical_name": "",
          "taxonomy_candidate_refs": [
            "WTC000028",
            "WTO000028"
          ],
          "reason": "Operator correction: 贼子是对一类人的蔑称/泛称，类似“小偷/王八蛋”，不是稳定实体。",
          "evidence_ref_count": 1,
          "advisory": {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          },
          "work_taxonomy_advisory": {
            "accepted_by": "",
            "affected_entity_ids": [
              "E000257"
            ],
            "affected_review_item_ids": [
              "EIR000024"
            ],
            "candidate_id": "WTC000028",
            "canonical_entity_allowed": false,
            "confidence": "high",
            "core_type": "称谓",
            "evidence_refs": [
              {
                "batch_item_id": "EIBR000023",
                "chunk_id": "C0088",
                "entity_id": "E000257",
                "evidence": "有道友打探到动手的贼子，正是陆家过去的私仇，陆家新的家主陆荇，约了几个同门去夺回家产，茯苓也道是姜记丢失的财货，还死了人，便邀了几个同道，一同斗剑去了。",
                "obs_id": "",
                "relation_id": "R000355",
                "review_item_id": "EIR000024",
                "source": "relation_context"
              },
              {
                "batch_item_id": "EIBR000023",
                "chunk_id": "C0088",
                "entity_id": "E000257",
                "evidence": "茯苓也道是姜记丢失的财货",
                "obs_id": "",
                "relation_id": "R000356",
                "review_item_id": "EIR000024",
                "source": "relation_context"
              },
              {
                "batch_item_id": "EIBR000023",
                "chunk_id": "C0088",
                "entity_id": "",
                "evidence": "有道友打探到动手的贼子，正是陆家过去的私仇，陆家新的家主陆荇，约了几个同门去夺回家产，茯苓也道是姜记丢失的财货，还死了人，便邀了几个同道，一同斗剑去了。",
                "obs_id": "",
                "relation_id": "R000355",
                "review_item_id": "EIR000024",
                "source": "relation_context"
              },
              {
                "batch_item_id": "EIBR000023",
                "chunk_id": "C0088",
                "entity_id": "",
                "evidence": "茯苓也道是姜记丢失的财货",
                "obs_id": "",
                "relation_id": "R000356",
                "review_item_id": "EIR000024",
                "source": "relation_context"
              },
              {
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                "chunk_id": "",
                "entity_id": "E000257",
                "evidence": "['有道友打探到动手的贼子，正是陆家过去的私仇，陆家新的家主陆荇，约了几个同门去夺回家产，茯苓也道是姜记丢失的财货，还死了人，便邀了几个同道，一同斗剑去了。']",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000024",
                "source": "entity.relation_context"
              },
              {
                "batch_item_id": "EIBR000023",
                "chunk_id": "",
                "entity_id": "E000257",
                "evidence": "['茯苓也道是姜记丢失的财货']",
                "obs_id": "",
                "relation_id": "",
                "review_item_id": "EIR000024",
                "source": "entity.relation_context"
              }
            ],
            "facets": [
              "non_entity",
              "generic_epithet"
            ],
            "overlay_entry_id": "WTO000028",
            "reason": "generic derogatory label unless bound to a concrete character alias",
            "recommended_action": "mark_non_entity",
            "review_status": "candidate",
            "source": "operator_feedback_seed",
            "subtype": "generic_insult_or_epithet",
            "suggested_canonical_name": "",
            "term": "贼子",
            "term_class": "generic_epithet"
          }
        }
      ],
      "advisory_summary": {
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        "external_advisory_count": 0,
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        "recommended_decision_counts": {
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        },
        "work_taxonomy_action_counts": {
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        },
        "confidence_counts": {
          "low": 1
        },
        "decision_advisories": [
          {
            "source": "02l_entity_identity_deepseek_review.json",
            "verdict": "needs_human_review",
            "confidence": "low",
            "recommended_decision": "needs_human_review"
          }
        ],
        "external_advisories": [],
        "work_taxonomy_advisories": [
          {
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            "overlay_entry_id": "WTO000023",
            "source": "deepseek_flash_non_thinking",
            "term": "贼子",
            "term_class": "generic_epithet",
            "core_type": "称谓",
            "subtype": "generic_insult_or_epithet",
            "facets": [
              "non_entity",
              "generic_epithet"
            ],
            "canonical_entity_allowed": false,
            "recommended_action": "mark_non_entity",
            "suggested_canonical_name": "",
            "affected_review_item_ids": [
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            ],
            "affected_entity_ids": [
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            ],
            "evidence_refs": [
              {
                "source": "relation_context",
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                "batch_item_id": "EIBR000023",
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                "obs_id": "",
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}