Triple

T4469300
Position Surface form Disambiguated ID Type / Status
Subject Yunnan Military Academy E98453 entity
Predicate notableAlumnus P304 FINISHED
Object Gao Gang
Gao Gang was a prominent early Chinese Communist leader who held powerful political and military positions in the 1940s–1950s before being purged in a major party scandal.
E452095 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: Gao Gang | Statement: [Yunnan Military Academy, notableAlumnus, Gao Gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gao Gang
Context triple: [Yunnan Military Academy, notableAlumnus, Gao Gang]
  • A. Gao Junman
    Gao Junman was the wife of Chinese revolutionary and intellectual Chen Duxiu, associated with the early Chinese Communist movement.
  • B. Guan Qihui
    Guan Qihui is a Chinese sculptor best known for designing the iconic Five Rams Statue in Guangzhou.
  • C. Zhang Chunqiao
    Zhang Chunqiao was a prominent Chinese Communist politician and theorist who became one of the leading figures of the Cultural Revolution and a key member of the radical political faction later known as the Gang of Four.
  • D. Yao Wenyuan
    Yao Wenyuan was a Chinese literary critic and politician best known as a key propagandist and later-disgraced member of the radical political faction known as the Gang of Four during the Cultural Revolution.
  • E. Luo Ruiqing
    Luo Ruiqing was a prominent Chinese Communist military leader and politician who served as the first Minister of Public Security 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: Gao Gang
Triple: [Yunnan Military Academy, notableAlumnus, Gao Gang]
Generated description
Gao Gang was a prominent early Chinese Communist leader who held powerful political and military positions in the 1940s–1950s before being purged in a major party scandal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gao Gang
Target entity description: Gao Gang was a prominent early Chinese Communist leader who held powerful political and military positions in the 1940s–1950s before being purged in a major party scandal.
  • A. Gao Junman
    Gao Junman was the wife of Chinese revolutionary and intellectual Chen Duxiu, associated with the early Chinese Communist movement.
  • B. Guan Qihui
    Guan Qihui is a Chinese sculptor best known for designing the iconic Five Rams Statue in Guangzhou.
  • C. Zhang Chunqiao
    Zhang Chunqiao was a prominent Chinese Communist politician and theorist who became one of the leading figures of the Cultural Revolution and a key member of the radical political faction later known as the Gang of Four.
  • D. Yao Wenyuan
    Yao Wenyuan was a Chinese literary critic and politician best known as a key propagandist and later-disgraced member of the radical political faction known as the Gang of Four during the Cultural Revolution.
  • E. Luo Ruiqing
    Luo Ruiqing was a prominent Chinese Communist military leader and politician who served as the first Minister of Public Security 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569cd03c8190927c596bedb45ac8 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69bdb901d6448190a2c89c0e1e9fbb9d completed March 20, 2026, 9:15 p.m.
NEDg Description generation batch_69bdc0583ba8819090deaca9a5921b98 completed March 20, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_69bdc0b4c40881908936cdaf4c6ad894 completed March 20, 2026, 9:48 p.m.
Created at: March 12, 2026, 11:34 p.m.