Triple

T9224606
Position Surface form Disambiguated ID Type / Status
Subject Deng Rong E221648 entity
Predicate spouse P13 FINISHED
Object He Ping
He Ping is a Chinese political figure known primarily as the husband of Deng Rong, the daughter of former Chinese leader Deng Xiaoping.
E816727 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: He Ping | Statement: [Deng Rong, spouse, He Ping]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: He Ping
Context triple: [Deng Rong, spouse, He Ping]
  • A. Li Hai
    Li Hai is a Chinese human rights activist known for his pro-democracy efforts and imprisonment in China, for which he received international recognition.
  • B. Peng Sanyuan
    Peng Sanyuan is a Chinese film and television director and screenwriter best known for socially conscious dramas such as the film "Lost and Love."
  • C. Luo Ping
    Luo Ping was an 18th-century Chinese painter of the Qing dynasty, renowned for his imaginative and eerie ghost-themed works and association with the Yangzhou school.
  • D. Cheng Pu
    Cheng Pu was a prominent military general and veteran officer who served the warlord Sun Quan and played a key role in the early expansion of the Eastern Wu state during the late Eastern Han and Three Kingdoms period of China.
  • E. Hui Xiong
    Hui Xiong is a prominent computer scientist and data mining researcher recognized for his influential contributions to knowledge discovery and data analytics.
  • 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: He Ping
Triple: [Deng Rong, spouse, He Ping]
Generated description
He Ping is a Chinese political figure known primarily as the husband of Deng Rong, the daughter of former Chinese leader Deng Xiaoping.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: He Ping
Target entity description: He Ping is a Chinese political figure known primarily as the husband of Deng Rong, the daughter of former Chinese leader Deng Xiaoping.
  • A. Li Hai
    Li Hai is a Chinese human rights activist known for his pro-democracy efforts and imprisonment in China, for which he received international recognition.
  • B. Peng Sanyuan
    Peng Sanyuan is a Chinese film and television director and screenwriter best known for socially conscious dramas such as the film "Lost and Love."
  • C. Luo Ping
    Luo Ping was an 18th-century Chinese painter of the Qing dynasty, renowned for his imaginative and eerie ghost-themed works and association with the Yangzhou school.
  • D. Cheng Pu
    Cheng Pu was a prominent military general and veteran officer who served the warlord Sun Quan and played a key role in the early expansion of the Eastern Wu state during the late Eastern Han and Three Kingdoms period of China.
  • E. Hui Xiong
    Hui Xiong is a prominent computer scientist and data mining researcher recognized for his influential contributions to knowledge discovery and data analytics.
  • 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_69ca83ec8db08190a9110df8232885d2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda9c71c4819089dcc3689f322529 completed April 1, 2026, 8:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69d19f55c9c881909a315d10cea10834 completed April 4, 2026, 11:31 p.m.
NEDg Description generation batch_69d1a0326dd081909e39e422c11cc08f completed April 4, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69d1a0c05aa88190a93b0b71bef5c417 completed April 4, 2026, 11:37 p.m.
Created at: March 30, 2026, 7:28 p.m.