Triple
T11998373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tharman Shanmugaratnam |
E285587
|
entity |
| Predicate | memberOfPoliticalParty |
P10
|
FINISHED |
| Object | People's Action Party |
E591875
|
NE FINISHED |
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: People's Action Party | Statement: [Tharman Shanmugaratnam, memberOfPoliticalParty, People's Action Party]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: People's Action Party Context triple: [Tharman Shanmugaratnam, memberOfPoliticalParty, People's Action Party]
-
A.
People’s Action Party
chosen
The People’s Action Party is Singapore’s long-ruling dominant political party, known for its technocratic governance, economic pragmatism, and central role in the country’s development since independence.
-
B.
People's National Party
The People's National Party is one of Jamaica's major political parties, historically influential in shaping the country's governance and social-democratic policies.
-
C.
Democratic Action Party
The Democratic Action Party is a major Malaysian opposition party known for its multiracial, social democratic platform and strong support base among urban voters, particularly within the Chinese Malaysian community.
-
D.
Pakatan Rakyat
Pakatan Rakyat was a former Malaysian opposition political coalition that brought together several major parties to challenge the long-ruling Barisan Nasional government.
-
E.
Workers' Party of Singapore
The Workers' Party of Singapore is a major opposition political party known for advocating democratic reforms, social justice, and greater political pluralism in Singapore’s parliamentary system.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903c172788190b92042e9d10a48bf |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f472917ed08190a872d9e5663d5ed5 |
completed | May 1, 2026, 9:29 a.m. |
Created at: April 8, 2026, 9:46 p.m.