Triple
T18572273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raffles Institution |
E453901
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object | Kishore Mahbubani |
—
|
NE NERFINISHED |
How this triple was built (3 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: Kishore Mahbubani | Statement: [Raffles Institution, hasAlumnus, Kishore Mahbubani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kishore Mahbubani Context triple: [Raffles Institution, hasAlumnus, Kishore Mahbubani]
-
A.
Vivian Balakrishnan
Vivian Balakrishnan is a Singaporean politician and medical doctor who has served as the country's Minister for Foreign Affairs.
-
B.
Tharman Shanmugaratnam
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.
-
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.
Lee Kuan Yew
Lee Kuan Yew was the founding Prime Minister of Singapore, widely credited with transforming the country from a poor port city into a prosperous, modern, and highly developed nation-state.
-
E.
K. Shanmugam
K. Shanmugam is a prominent Singaporean politician and lawyer who has served as the country's Minister for Home Affairs and Minister for Law.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kishore Mahbubani Target entity description: Kishore Mahbubani is a Singaporean diplomat, academic, and author known for his influential writings on geopolitics and the rise of Asia.
-
A.
Vivian Balakrishnan
Vivian Balakrishnan is a Singaporean politician and medical doctor who has served as the country's Minister for Foreign Affairs.
-
B.
Tharman Shanmugaratnam
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.
-
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.
Lee Kuan Yew
Lee Kuan Yew was the founding Prime Minister of Singapore, widely credited with transforming the country from a poor port city into a prosperous, modern, and highly developed nation-state.
-
E.
K. Shanmugam
K. Shanmugam is a prominent Singaporean politician and lawyer who has served as the country's Minister for Home Affairs and Minister for Law.
- F. None of above. chosen
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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53b032488819098de683bb5c42c4b |
completed | April 19, 2026, 8:28 p.m. |
Created at: April 10, 2026, 11:43 a.m.