Triple

T18572357
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object He Ting Ru
He Ting Ru is a Singaporean opposition politician and lawyer who serves as a Member of Parliament for the Workers’ Party.
E1343080 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 Ting Ru | Statement: [Raffles Institution, hasAlumnus, He Ting Ru]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: He Ting Ru
Context triple: [Raffles Institution, hasAlumnus, He Ting Ru]
  • A. Teng Yu-ning
    Teng Yu-ning is a person notable enough to be recognized as a bearer of the surname Teng, though specific widely known biographical details about them are not readily available.
  • B. Chen Ting
    Chen Ting is a Chinese woman best known as the longtime partner and later wife of acclaimed film director Zhang Yimou, with whom she has several children.
  • C. 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.
  • D. Teng Yu-mei
    Teng Yu-mei is a notable individual who bears the Chinese surname Teng and is recognized for contributing to the name’s cultural or historical prominence.
  • E. Teng Yu-yao
    Teng Yu-yao is a person notable for bearing the Chinese surname Teng.
  • 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 Ting Ru
Triple: [Raffles Institution, hasAlumnus, He Ting Ru]
Generated description
He Ting Ru is a Singaporean opposition politician and lawyer who serves as a Member of Parliament for the Workers’ Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: He Ting Ru
Target entity description: He Ting Ru is a Singaporean opposition politician and lawyer who serves as a Member of Parliament for the Workers’ Party.
  • A. Teng Yu-ning
    Teng Yu-ning is a person notable enough to be recognized as a bearer of the surname Teng, though specific widely known biographical details about them are not readily available.
  • B. Chen Ting
    Chen Ting is a Chinese woman best known as the longtime partner and later wife of acclaimed film director Zhang Yimou, with whom she has several children.
  • C. 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.
  • D. Teng Yu-mei
    Teng Yu-mei is a notable individual who bears the Chinese surname Teng and is recognized for contributing to the name’s cultural or historical prominence.
  • E. Teng Yu-yao
    Teng Yu-yao is a person notable for bearing the Chinese surname Teng.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53b032488819098de683bb5c42c4b completed April 19, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a054702a4008190afe8744520d4dfcb completed May 14, 2026, 3:52 a.m.
NEDg Description generation batch_6a054a15410c819090fbed16c2331ead completed May 14, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_6a054a8c26848190b24073356b0cdf2c completed May 14, 2026, 4:07 a.m.
Created at: April 10, 2026, 11:43 a.m.