Triple
T18572284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object | Lim Hng Kiang |
—
|
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: Lim Hng Kiang | Statement: [Raffles Institution, hasAlumnus, Lim Hng Kiang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lim Hng Kiang Context triple: [Raffles Institution, hasAlumnus, Lim Hng Kiang]
-
A.
Toh Chin Chye
Toh Chin Chye was a prominent Singaporean politician and founding member of the People’s Action Party who served as Deputy Prime Minister and played a key role in Singapore’s early nation-building.
-
B.
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.
-
C.
Liang Wern Fook
Liang Wern Fook is a prominent Singaporean xinyao pioneer, songwriter, and Chinese-language poet known for his influential contributions to Singapore’s Mandarin music and literature.
-
D.
Cheah Soon Kit
Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
-
E.
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.
- 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: Lim Hng Kiang Target entity description: 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.
-
A.
Toh Chin Chye
Toh Chin Chye was a prominent Singaporean politician and founding member of the People’s Action Party who served as Deputy Prime Minister and played a key role in Singapore’s early nation-building.
-
B.
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.
-
C.
Liang Wern Fook
Liang Wern Fook is a prominent Singaporean xinyao pioneer, songwriter, and Chinese-language poet known for his influential contributions to Singapore’s Mandarin music and literature.
-
D.
Cheah Soon Kit
Cheah Soon Kit is a former Malaysian badminton player renowned for his achievements in men's doubles on the international stage.
-
E.
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.
- 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.