Triple

T2808805
Position Surface form Disambiguated ID Type / Status
Subject Li Keqiang E54117 entity
Predicate spouse P13 FINISHED
Object Cheng Hong
Cheng Hong is a Chinese scholar and professor of English literature, best known publicly as the wife of former Chinese premier Li Keqiang.
 E302436 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: Cheng Hong | Statement: [Li Keqiang, spouse, Cheng Hong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cheng Hong
Context triple: [Li Keqiang, spouse, Cheng Hong]
  • A. Song Hong
    Song Hong is a pseudonym used by Truong Chinh, a prominent Vietnamese communist leader and theorist who played a key role in the country’s revolutionary movement and early government.
  • B. Yao Chen
    Yao Chen is a prominent Chinese actress and philanthropist known for her influential social media presence and advocacy on social issues.
  • C. Zhang Yue
    Zhang Yue is a key member and prominent figure associated with the organization or group known as The B Team.
  • D. Zhou Lingzhao
    Zhou Lingzhao was a Chinese artist and designer best known for helping create foundational national symbols of the People’s Republic of China, including its national emblem.
  • E. Younan Xia
    Younan Xia is a prominent chemist and materials scientist known for his pioneering work in nanomaterials synthesis and nanotechnology.
  • 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: Cheng Hong
Triple: [Li Keqiang, spouse, Cheng Hong]
Generated description
Cheng Hong is a Chinese scholar and professor of English literature, best known publicly as the wife of former Chinese premier Li Keqiang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cheng Hong
Target entity description: Cheng Hong is a Chinese scholar and professor of English literature, best known publicly as the wife of former Chinese premier Li Keqiang.
  • A. Song Hong
    Song Hong is a pseudonym used by Truong Chinh, a prominent Vietnamese communist leader and theorist who played a key role in the country’s revolutionary movement and early government.
  • B. Yao Chen
    Yao Chen is a prominent Chinese actress and philanthropist known for her influential social media presence and advocacy on social issues.
  • C. Zhang Yue
    Zhang Yue is a key member and prominent figure associated with the organization or group known as The B Team.
  • D. Zhou Lingzhao
    Zhou Lingzhao was a Chinese artist and designer best known for helping create foundational national symbols of the People’s Republic of China, including its national emblem.
  • E. Younan Xia
    Younan Xia is a prominent chemist and materials scientist known for his pioneering work in nanomaterials synthesis and nanotechnology.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde2fdcf88190a52e515c166ea8f7 completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce97c3008190a966441d719d1d1c completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afd28600908190ac5defd9f7149e96 completed March 10, 2026, 8:12 a.m.
NED2 Entity disambiguation (via description) batch_69afe2ad33308190bcef8a3188601347 completed March 10, 2026, 9:21 a.m.
Created at: March 6, 2026, 9:59 p.m.