Triple

T18572395
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Liang Eng Hwa
Liang Eng Hwa is a Singaporean politician who has served as a Member of Parliament, representing constituencies under the People's Action Party.
E1368776 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: Liang Eng Hwa | Statement: [Raffles Institution, hasAlumnus, Liang Eng Hwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liang Eng Hwa
Context triple: [Raffles Institution, hasAlumnus, Liang Eng Hwa]
  • A. Wee Chong Jin
    Wee Chong Jin was Singapore’s first Asian Chief Justice, serving as the head of the judiciary for over two decades and playing a key role in shaping the country’s legal system.
  • B. Soh Wooi Yik
    Soh Wooi Yik is a Malaysian professional badminton player, best known as a top men's doubles specialist on the international circuit.
  • C. Chow Ching Lie
    Chow Ching Lie is a Chinese-born French pianist and author known for her autobiographical works depicting her life between Chinese tradition and Western culture.
  • D. Wong Gen Yeo
    Wong Gen Yeo, better known as Tyrus Wong, was a Chinese American artist and illustrator renowned for his influential visual design work on Disney’s animated film "Bambi" and his distinctive, atmospheric painting style.
  • E. Lim Hng Kiang
    Lim Hng Kiang is a Singaporean politician who has served in various ministerial roles, including as Minister for Trade and Industry, and was a long-time Member of Parliament.
  • 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: Liang Eng Hwa
Triple: [Raffles Institution, hasAlumnus, Liang Eng Hwa]
Generated description
Liang Eng Hwa is a Singaporean politician who has served as a Member of Parliament, representing constituencies under the People's Action Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liang Eng Hwa
Target entity description: Liang Eng Hwa is a Singaporean politician who has served as a Member of Parliament, representing constituencies under the People's Action Party.
  • A. Wee Chong Jin
    Wee Chong Jin was Singapore’s first Asian Chief Justice, serving as the head of the judiciary for over two decades and playing a key role in shaping the country’s legal system.
  • B. Soh Wooi Yik
    Soh Wooi Yik is a Malaysian professional badminton player, best known as a top men's doubles specialist on the international circuit.
  • C. Chow Ching Lie
    Chow Ching Lie is a Chinese-born French pianist and author known for her autobiographical works depicting her life between Chinese tradition and Western culture.
  • D. Wong Gen Yeo
    Wong Gen Yeo, better known as Tyrus Wong, was a Chinese American artist and illustrator renowned for his influential visual design work on Disney’s animated film "Bambi" and his distinctive, atmospheric painting style.
  • E. Lim Hng Kiang
    Lim Hng Kiang is a Singaporean politician who has served in various ministerial roles, including as Minister for Trade and Industry, and was a long-time Member of Parliament.
  • 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_6a0714355ec081909a1387b65749d627 completed May 15, 2026, 12:40 p.m.
NEDg Description generation batch_6a0714d428c88190b84f70042cf90312 completed May 15, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0715a8888081908d3009e19b1c7c2f completed May 15, 2026, 12:46 p.m.
Created at: April 10, 2026, 11:43 a.m.