Triple
T23346370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People’s Action Party |
E591875
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object | Goh Keng Swee |
—
|
NE NERFINISHED |
How this triple was built (2 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 Keng Swee | Statement: [People’s Action Party, founder, Goh Keng Swee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goh Keng Swee Context triple: [People’s Action Party, founder, Goh Keng Swee]
-
A.
Goh Keng Swee
chosen
Goh Keng Swee was a key founding leader of Singapore who served as its Deputy Prime Minister and is widely regarded as the chief architect of the nation’s economic development.
-
B.
Lim Goh Tong
Lim Goh Tong was a Malaysian Chinese entrepreneur best known for transforming a remote mountain area into the successful Genting Highlands resort and casino complex.
-
C.
Lim Siong Guan
Lim Siong Guan is a prominent Singaporean former head of the Civil Service and leadership expert who has held top government and corporate roles, including Group President of GIC.
-
D.
Wee Cho Yaw
Wee Cho Yaw is a prominent Singaporean banker and businessman best known for leading United Overseas Bank (UOB) and shaping Singapore’s financial sector.
-
E.
Lim Bo Seng
Lim Bo Seng was a prominent Chinese Singaporean resistance leader and war hero during World War II, renowned for his anti-Japanese espionage activities in Southeast Asia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19837874481908f1a530261a34819 |
completed | April 29, 2026, 5:33 a.m. |
Created at: April 17, 2026, 5:19 p.m.