Triple

T314430
Position Surface form Disambiguated ID Type / Status
Subject Second United Front E7675 entity
Predicate brokeredBy P9985 FINISHED
Object Yang Hucheng
Yang Hucheng was a Chinese warlord and Nationalist general best known for his role in the Xi'an Incident, which forced Chiang Kai-shek into a united front with the Chinese Communists against Japan.
E47650 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: Yang Hucheng | Statement: [Second United Front, brokeredBy, Yang Hucheng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yang Hucheng
Context triple: [Second United Front, brokeredBy, Yang Hucheng]
  • A. Ye Ting
    Ye Ting was a prominent Chinese military leader and revolutionary who played key roles in early Nationalist and Communist movements, including commanding forces in the Northern Expedition and the Nanchang Uprising.
  • B. Zhang Xueliang
    Zhang Xueliang was a prominent Chinese warlord and Nationalist general best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to cooperate with the Chinese Communists against Japan.
  • C. Lin Biao
    Lin Biao was a prominent Chinese Communist military commander and politician who played a key role in the Chinese Civil War and later became Mao Zedong’s designated successor before dying under mysterious circumstances in 1971.
  • D. Zhang Zhizhong
    Zhang Zhizhong was a prominent Chinese Nationalist general and politician known for his key military role in the early stages of the Second Sino-Japanese War and later efforts at political mediation in Republican China.
  • E. Mao Anying
    Mao Anying was the eldest son of Chinese leader Mao Zedong, best known for his death while serving as a volunteer officer in the Korean War.
  • 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: Yang Hucheng
Triple: [Second United Front, brokeredBy, Yang Hucheng]
Generated description
Yang Hucheng was a Chinese warlord and Nationalist general best known for his role in the Xi'an Incident, which forced Chiang Kai-shek into a united front with the Chinese Communists against Japan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yang Hucheng
Target entity description: Yang Hucheng was a Chinese warlord and Nationalist general best known for his role in the Xi'an Incident, which forced Chiang Kai-shek into a united front with the Chinese Communists against Japan.
  • A. Ye Ting
    Ye Ting was a prominent Chinese military leader and revolutionary who played key roles in early Nationalist and Communist movements, including commanding forces in the Northern Expedition and the Nanchang Uprising.
  • B. Zhang Xueliang
    Zhang Xueliang was a prominent Chinese warlord and Nationalist general best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to cooperate with the Chinese Communists against Japan.
  • C. Lin Biao
    Lin Biao was a prominent Chinese Communist military commander and politician who played a key role in the Chinese Civil War and later became Mao Zedong’s designated successor before dying under mysterious circumstances in 1971.
  • D. Zhang Zhizhong
    Zhang Zhizhong was a prominent Chinese Nationalist general and politician known for his key military role in the early stages of the Second Sino-Japanese War and later efforts at political mediation in Republican China.
  • E. Mao Anying
    Mao Anying was the eldest son of Chinese leader Mao Zedong, best known for his death while serving as a volunteer officer in the Korean War.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea62f830819089e94b3aa3e4e187 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f4d55d70819099ae6f963e3ed5a0 completed March 1, 2026, 8:12 a.m.
NEDg Description generation batch_69a3f6292ff48190a0b8b6866951ed9a completed March 1, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_69a3f68dabdc81908719b51503df370b completed March 1, 2026, 8:19 a.m.
Created at: Feb. 28, 2026, 1:07 p.m.