Triple
T11998387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tharman Shanmugaratnam |
E285587
|
entity |
| Predicate | represented |
P192
|
FINISHED |
| Object | Jurong GRC |
E859252
|
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: Jurong GRC | Statement: [Tharman Shanmugaratnam, represented, Jurong GRC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jurong GRC Context triple: [Tharman Shanmugaratnam, represented, Jurong GRC]
-
A.
Jurong GRC
chosen
Jurong GRC is a Singaporean Group Representation Constituency in the western part of the country, known for its mix of residential, industrial, and commercial areas and representation by a multi-member team of Members of Parliament.
-
B.
Ang Mo Kio GRC
Ang Mo Kio GRC is a major Group Representation Constituency in Singapore, known for being represented by Prime Minister Lee Hsien Loong and located in the central-northeastern part of the island.
-
C.
Jurong
Jurong is a county-level city in Jiangsu Province, eastern China, known for its historical sites and proximity to the Yangtze River.
-
D.
Kent Ridge
Kent Ridge is a district in southwestern Singapore best known as the hillside area that houses the main campus of the National University of Singapore.
-
E.
Marsiling-Yew Tee GRC
Marsiling-Yew Tee GRC is a Group Representation Constituency in Singapore that elects Members of Parliament to the country's legislature.
- 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.