Triple

T18572334
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Lim Swee Say
Lim Swee Say is a Singaporean politician and former cabinet minister who has held key roles including Minister for Manpower and Secretary-General of the National Trades Union Congress.
 E1350877 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: Lim Swee Say | Statement: [Raffles Institution, hasAlumnus, Lim Swee Say]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lim Swee Say
Context triple: [Raffles Institution, hasAlumnus, Lim Swee Say]
  • A. Lim Boon Heng
    Lim Boon Heng is a Singaporean politician and former cabinet minister who later became the chairman of Temasek Holdings, the country’s state-owned investment company.
  • B. Goh Swee Chen
    Goh Swee Chen is a Singaporean business leader known for her senior executive roles in multinational corporations and contributions to corporate governance and public service.
  • C. Chee Hong Tat
    Chee Hong Tat is a Singaporean politician who has served in various ministerial roles and is a member of the ruling People's Action Party.
  • D. Goh Soon Huat
    Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
  • 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: Lim Swee Say
Triple: [Raffles Institution, hasAlumnus, Lim Swee Say]
Generated description
Lim Swee Say is a Singaporean politician and former cabinet minister who has held key roles including Minister for Manpower and Secretary-General of the National Trades Union Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lim Swee Say
Target entity description: Lim Swee Say is a Singaporean politician and former cabinet minister who has held key roles including Minister for Manpower and Secretary-General of the National Trades Union Congress.
  • A. Lim Boon Heng
    Lim Boon Heng is a Singaporean politician and former cabinet minister who later became the chairman of Temasek Holdings, the country’s state-owned investment company.
  • B. Goh Swee Chen
    Goh Swee Chen is a Singaporean business leader known for her senior executive roles in multinational corporations and contributions to corporate governance and public service.
  • C. Chee Hong Tat
    Chee Hong Tat is a Singaporean politician who has served in various ministerial roles and is a member of the ruling People's Action Party.
  • D. Goh Soon Huat
    Goh Soon Huat is a Malaysian professional badminton player known for competing in international men’s and mixed doubles events.
  • 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_6a059fa6434c8190b766e79a4165947c completed May 14, 2026, 10:10 a.m.
NEDg Description generation batch_6a05a161c8e88190a6f9c9abe3314487 completed May 14, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_6a05a1cb500481908608daee7537dd0c completed May 14, 2026, 10:19 a.m.
Created at: April 10, 2026, 11:43 a.m.