Triple

T2312110
Position Surface form Disambiguated ID Type / Status
Subject Peng E51981 entity
Predicate hasNotableBearer P458 FINISHED
Object Peng Tsu Ying
Peng Tsu Ying is an individual notable for bearing the Chinese surname Peng, though specific widely known public details about their life or achievements are not well documented.
E261997 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: Peng Tsu Ying | Statement: [Peng, hasNotableBearer, Peng Tsu Ying]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peng Tsu Ying
Context triple: [Peng, hasNotableBearer, Peng Tsu Ying]
  • A. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • B. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • C. Ma Hiao-Tsiun
    Ma Hiao-Tsiun was a Chinese-born musician and music educator best known as the father and early musical mentor of renowned cellist Yo-Yo Ma.
  • D. Ni Kwei-tseng
    Ni Kwei-tseng was a Chinese woman best known as the mother of Soong Mei-ling (Madame Chiang Kai-shek) and a matriarch of the influential Soong family.
  • E. Wang Jingjiu
    Wang Jingjiu was a Chinese military officer best known for commanding the National Revolutionary Army’s 87th Division during the Republican era.
  • 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: Peng Tsu Ying
Triple: [Peng, hasNotableBearer, Peng Tsu Ying]
Generated description
Peng Tsu Ying is an individual notable for bearing the Chinese surname Peng, though specific widely known public details about their life or achievements are not well documented.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peng Tsu Ying
Target entity description: Peng Tsu Ying is an individual notable for bearing the Chinese surname Peng, though specific widely known public details about their life or achievements are not well documented.
  • A. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • B. Tsai Chongxin
    Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
  • C. Ma Hiao-Tsiun
    Ma Hiao-Tsiun was a Chinese-born musician and music educator best known as the father and early musical mentor of renowned cellist Yo-Yo Ma.
  • D. Ni Kwei-tseng
    Ni Kwei-tseng was a Chinese woman best known as the mother of Soong Mei-ling (Madame Chiang Kai-shek) and a matriarch of the influential Soong family.
  • E. Wang Jingjiu
    Wang Jingjiu was a Chinese military officer best known for commanding the National Revolutionary Army’s 87th Division during the Republican era.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc61a8e248190b5024cca9efd806d completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3bbea88819089f069be4d369692 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb46f882881909294a3698ead865e completed March 9, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_69aeb4c715a88190b1009a2cf1d95441 completed March 9, 2026, 11:53 a.m.
Created at: March 4, 2026, 7:49 p.m.