Triple
T10350218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halimah Yacob |
E243860
|
entity |
| Predicate | succeededBy |
P78
|
FINISHED |
| Object | Tharman Shanmugaratnam |
E285587
|
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: Tharman Shanmugaratnam | Statement: [Halimah Yacob, succeededBy, Tharman Shanmugaratnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tharman Shanmugaratnam Context triple: [Halimah Yacob, succeededBy, Tharman Shanmugaratnam]
-
A.
Tharman Shanmugaratnam
chosen
Tharman Shanmugaratnam is a Singaporean economist and statesman who has held key leadership roles in government and international financial institutions, including serving as President of Singapore.
-
B.
William Gopallawa
William Gopallawa was a Sri Lankan statesman who served as the country’s last Governor-General and later as its first non-executive President during the transition from dominion to republic.
-
C.
Shankar Shanmugam
Shankar Shanmugam is a prominent Indian film director and screenwriter, best known for his big-budget Tamil-language blockbusters that often blend social themes with high-concept storytelling and visual spectacle.
-
D.
Arunan Arulampalam
Arunan Arulampalam is an American politician and attorney who serves as the mayor of Hartford, Connecticut.
-
E.
John J. Lee
John J. Lee was a benefactor whose contributions to Yale University led to the university’s basketball arena being named in his honor.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e94796d881909e0b908de63a1aa3 |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d75095625c819082d4d0976a193e6c |
completed | April 9, 2026, 7:09 a.m. |
Created at: April 6, 2026, 11:57 a.m.