Triple

T21318350
Position Surface form Disambiguated ID Type / Status
Subject Liang Xingchu E525538 entity
Predicate nativeName P15 FINISHED
Object 梁兴初
梁兴初 was a Chinese military general of the People’s Liberation Army who played significant roles in the Chinese Civil War and the Korean War.
E1477250 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: 梁兴初 | Statement: [Liang Xingchu, nativeName, 梁兴初]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 梁兴初
Context triple: [Liang Xingchu, nativeName, 梁兴初]
  • A. 罗瑞卿
    罗瑞卿是中国人民解放军高级将领、中华人民共和国开国上将之一,曾任公安部部长和中央军委秘书长等重要职务。
  • B. 黄永胜
    黄永胜 was a senior Chinese military commander and politician who served as Chief of the General Staff of the People’s Liberation Army during the Cultural Revolution before later being purged from his positions.
  • C. 粟裕
    粟裕 was a prominent Chinese Communist military strategist and general who played key roles in major campaigns during the Chinese Civil War and the War of Resistance against Japan.
  • D. 张云逸
    张云逸是中国人民解放军高级将领、开国上将之一,曾在中国革命战争和解放战争中发挥重要指挥作用。
  • E. 贺龙
    贺龙 was a prominent Chinese Communist military leader and one of the founding marshals of the People’s Republic of China.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: 梁兴初
Triple: [Liang Xingchu, nativeName, 梁兴初]
Generated description
梁兴初 was a Chinese military general of the People’s Liberation Army who played significant roles in the Chinese Civil War and the Korean War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 梁兴初
Target entity description: 梁兴初 was a Chinese military general of the People’s Liberation Army who played significant roles in the Chinese Civil War and the Korean War.
  • A. 罗瑞卿
    罗瑞卿是中国人民解放军高级将领、中华人民共和国开国上将之一,曾任公安部部长和中央军委秘书长等重要职务。
  • B. 黄永胜
    黄永胜 was a senior Chinese military commander and politician who served as Chief of the General Staff of the People’s Liberation Army during the Cultural Revolution before later being purged from his positions.
  • C. 粟裕
    粟裕 was a prominent Chinese Communist military strategist and general who played key roles in major campaigns during the Chinese Civil War and the War of Resistance against Japan.
  • D. 张云逸
    张云逸是中国人民解放军高级将领、开国上将之一,曾在中国革命战争和解放战争中发挥重要指挥作用。
  • E. 贺龙
    贺龙 was a prominent Chinese Communist military leader and one of the founding marshals of the People’s Republic of China.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0b51ad810819098c12392c8e55f6c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e77ece1c348190aaa9c52474b57b2f completed April 21, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a099edfe15c8190bd52334727acd245 completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a099f69f1e08190bf96197fcf42b897 completed May 17, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_6a099feeda3481909d8020763f32d430 completed May 17, 2026, 11:01 a.m.
Created at: April 16, 2026, 4:37 p.m.