Triple
T20561139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Group of Thirty |
E504845
|
entity |
| Predicate | hasChair |
P377
|
FINISHED |
| Object | Tharman Shanmugaratnam |
—
|
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: Tharman Shanmugaratnam | Statement: [Group of Thirty, hasChair, Tharman Shanmugaratnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tharman Shanmugaratnam Context triple: [Group of Thirty, hasChair, 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.
Vivian Balakrishnan
Vivian Balakrishnan is a Singaporean politician and medical doctor who has served as the country's Minister for Foreign Affairs.
-
C.
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.
-
D.
Kishore Mahbubani
Kishore Mahbubani is a Singaporean diplomat, academic, and author known for his influential writings on geopolitics and the rise of Asia.
-
E.
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.
- 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_69e0b4b6587c8190aee63dc7cff244ea |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a79ec10481909740eb6a08ae2658 |
completed | April 20, 2026, 10:24 p.m. |
Created at: April 16, 2026, 11:39 a.m.