Triple
T10772905
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institut des Hautes Études Scientifiques |
E254123
|
entity |
| Predicate | hasNotableFaculty |
P141
|
FINISHED |
| Object | Ngô Bảo Châu |
E541848
|
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: Ngô Bảo Châu | Statement: [Institut des Hautes Études Scientifiques, hasNotableFaculty, Ngô Bảo Châu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngô Bảo Châu Context triple: [Institut des Hautes Études Scientifiques, hasNotableFaculty, Ngô Bảo Châu]
-
A.
Ngo Bao Chau
chosen
Ngo Bao Chau is a Vietnamese-French mathematician renowned for his proof of the fundamental lemma in the Langlands program, for which he received the Fields Medal in 2010.
-
B.
Terence Tao
Terence Tao is an Australian-American mathematician renowned for his groundbreaking work in harmonic analysis, partial differential equations, additive combinatorics, and analytic number theory.
-
C.
Manjul Bhargava
Manjul Bhargava is a Canadian-American mathematician renowned for his groundbreaking work in number theory, for which he received the Fields Medal in 2014.
-
D.
Laurent Lafforgue
Laurent Lafforgue is a French mathematician renowned for his groundbreaking work on the Langlands program, for which he received the Fields Medal.
-
E.
Shing-Tung Yau
Shing-Tung Yau is a Chinese-American mathematician renowned for his groundbreaking work in differential geometry and geometric analysis, including the proof of the Calabi conjecture and the development of Calabi–Yau manifolds.
- 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_69d6aa5f54f4819082d0bbcb6f8797e6 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d7329b27748190bd0e2569c7972fd1 |
completed | April 9, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de238559b48190abc759e744ab0f8e |
completed | April 14, 2026, 11:22 a.m. |
Created at: April 8, 2026, 9:16 p.m.