Triple

T18572367
Position Surface form Disambiguated ID Type / Status
Subject Raffles Institution E453901 entity
Predicate hasAlumnus P51 FINISHED
Object Goh Meng Seng — NE NERFINISHED

How this triple was built (3 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: Goh Meng Seng | Statement: [Raffles Institution, hasAlumnus, Goh Meng Seng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Goh Meng Seng
Context triple: [Raffles Institution, hasAlumnus, Goh Meng Seng]
  • A. Goh Lay Kuan
    Goh Lay Kuan is a pioneering Singaporean dancer, choreographer, and arts educator widely regarded as a key figure in the development of contemporary dance and theatre in Singapore.
  • B. Goh Poh Seng
    Goh Poh Seng was a Malaysian-born Singaporean poet, novelist, playwright, and cultural figure known for pioneering modern Singaporean literature and arts.
  • C. Goh Cheng Liang
    Goh Cheng Liang is a Singaporean billionaire businessman best known as the founder of Wuthelam Holdings, a major paints and coatings company with significant ties to Nippon Paint.
  • D. 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.
  • E. Chan Sek Keong
    Chan Sek Keong is a prominent Singaporean jurist who served as the country’s third Chief Justice and played a key role in shaping its modern legal system.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Goh Meng Seng
Target entity description: Goh Meng Seng is a Singaporean opposition politician known for his involvement with multiple political parties and participation in several general elections.
  • A. Goh Lay Kuan
    Goh Lay Kuan is a pioneering Singaporean dancer, choreographer, and arts educator widely regarded as a key figure in the development of contemporary dance and theatre in Singapore.
  • B. Goh Poh Seng
    Goh Poh Seng was a Malaysian-born Singaporean poet, novelist, playwright, and cultural figure known for pioneering modern Singaporean literature and arts.
  • C. Goh Cheng Liang
    Goh Cheng Liang is a Singaporean billionaire businessman best known as the founder of Wuthelam Holdings, a major paints and coatings company with significant ties to Nippon Paint.
  • D. 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.
  • E. Chan Sek Keong
    Chan Sek Keong is a prominent Singaporean jurist who served as the country’s third Chief Justice and played a key role in shaping its modern legal system.
  • F. None of above. chosen

Provenance (2 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.
Created at: April 10, 2026, 11:43 a.m.