Triple
T23346400
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | People’s Action Party |
E591875
|
entity |
| Predicate | hasSecretaryGeneral |
P1881
|
FINISHED |
| Object | Lee Hsien Loong |
—
|
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: Lee Hsien Loong | Statement: [People’s Action Party, hasSecretaryGeneral, Lee Hsien Loong]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lee Hsien Loong Context triple: [People’s Action Party, hasSecretaryGeneral, Lee Hsien Loong]
-
A.
Lee Hsien Loong
chosen
Lee Hsien Loong is the third Prime Minister of Singapore, serving since 2004 and known for his leadership of the People's Action Party and role in shaping the country's economic and social policies.
-
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.
Goh Chok Tong
Goh Chok Tong is a Singaporean politician who served as the country’s second Prime Minister from 1990 to 2004.
-
D.
Heng Swee Keat
Heng Swee Keat is a Singaporean politician who has served as Deputy Prime Minister and previously as Minister for Finance and Minister for Education.
-
E.
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.
- 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.