Triple

T2360779
Position Surface form Disambiguated ID Type / Status
Subject Zhang Xueliang E47265 entity
Predicate alias P39 FINISHED
Object Chang Hsueh-liang
Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
 E268758 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: Chang Hsueh-liang | Statement: [Zhang Xueliang, alias, Chang Hsueh-liang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chang Hsueh-liang
Context triple: [Zhang Xueliang, alias, Chang Hsueh-liang]
  • A. Pai Chung-hsi
    Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
  • B. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • C. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • D. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
  • E. Lin Gie-Ming
    Lin Gie-Ming is the father of former NBA point guard Jeremy Lin, known for his Taiwanese heritage and influence on Jeremy’s upbringing and education.
  • 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: Chang Hsueh-liang
Triple: [Zhang Xueliang, alias, Chang Hsueh-liang]
Generated description
Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chang Hsueh-liang
Target entity description: Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
  • A. Pai Chung-hsi
    Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
  • B. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • C. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • D. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
  • E. Lin Gie-Ming
    Lin Gie-Ming is the father of former NBA point guard Jeremy Lin, known for his Taiwanese heritage and influence on Jeremy’s upbringing and education.
  • 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_69a88a1a4a6081908645b0f2914521ab completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc722ac3c819091f4316a4a166a77 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0913e748190bbb5c54b86b415bd completed March 9, 2026, 4:08 p.m.
NEDg Description generation batch_69aef57af0ac8190a0a7a5c321ff90a1 completed March 9, 2026, 4:29 p.m.
NED2 Entity disambiguation (via description) batch_69aef6f613ac8190b8951d8a62dfba22 completed March 9, 2026, 4:36 p.m.
Created at: March 4, 2026, 7:55 p.m.