Triple

T16543155
Position Surface form Disambiguated ID Type / Status
Subject 四人帮 E401871 entity
Predicate 主要成员 P17104 FINISHED
Object 姚文元
姚文元是中国“文化大革命”时期的重要政治人物和宣传理论家,因作为“四人帮”核心成员之一而闻名。
E1219970 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: 姚文元 | Statement: [四人帮, 主要成员, 姚文元]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 姚文元
Context triple: [四人帮, 主要成员, 姚文元]
  • A. Bob Avakian
    Bob Avakian is an American communist political leader and theorist best known as the longtime chairman and principal ideologue of the Revolutionary Communist Party, USA.
  • B. Ernest Mandel
    Ernest Mandel was a prominent Belgian Marxist economist, Trotskyist theorist, and leading figure in the postwar international socialist movement.
  • C. Max Shachtman
    Max Shachtman was an American Marxist theorist and revolutionary socialist leader known for his influential role in U.S. Trotskyist and later democratic socialist movements.
  • D. Michel Arcand
    Michel Arcand is a Canadian film editor known for his work on major feature films, including the James Bond movie "Tomorrow Never Dies."
  • E. Irving Howe
    Irving Howe was an influential American literary and social critic, democratic socialist, and co-founder of the journal Dissent, known for his writings on politics, culture, and Yiddish literature.
  • 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: 姚文元
Triple: [四人帮, 主要成员, 姚文元]
Generated description
姚文元是中国“文化大革命”时期的重要政治人物和宣传理论家,因作为“四人帮”核心成员之一而闻名。
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 姚文元
Target entity description: 姚文元是中国“文化大革命”时期的重要政治人物和宣传理论家,因作为“四人帮”核心成员之一而闻名。
  • A. Bob Avakian
    Bob Avakian is an American communist political leader and theorist best known as the longtime chairman and principal ideologue of the Revolutionary Communist Party, USA.
  • B. Ernest Mandel
    Ernest Mandel was a prominent Belgian Marxist economist, Trotskyist theorist, and leading figure in the postwar international socialist movement.
  • C. Max Shachtman
    Max Shachtman was an American Marxist theorist and revolutionary socialist leader known for his influential role in U.S. Trotskyist and later democratic socialist movements.
  • D. Michel Arcand
    Michel Arcand is a Canadian film editor known for his work on major feature films, including the James Bond movie "Tomorrow Never Dies."
  • E. Irving Howe
    Irving Howe was an influential American literary and social critic, democratic socialist, and co-founder of the journal Dissent, known for his writings on politics, culture, and Yiddish literature.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3455fab34819086c77ff45b85f5db completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067b0e5708190a286b8a316d6efd2 completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a006895b8ac8190a8d078e6b9f5bb50 completed May 10, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_6a00694da4a88190944ae4a70ac9f0c3 completed May 10, 2026, 11:17 a.m.
Created at: April 10, 2026, 5:15 a.m.