Triple
T11210352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ENS Paris |
E265287
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object | Cédric Villani |
E64256
|
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: Cédric Villani | Statement: [ENS Paris, hasAlumni, Cédric Villani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cédric Villani Context triple: [ENS Paris, hasAlumni, Cédric Villani]
-
A.
Cédric Villani
chosen
Cédric Villani is a French mathematician renowned for his work in partial differential equations and mathematical physics, for which he received the Fields Medal in 2010.
-
B.
Pierre-Louis Lions
Pierre-Louis Lions is a renowned French mathematician and Fields Medalist known for his influential work in partial differential equations and applied mathematics.
-
C.
Jean Bourgain
Jean Bourgain was a Belgian mathematician renowned for his groundbreaking work in analysis, number theory, and combinatorics, and for receiving the Fields Medal in 1994.
-
D.
Luis Caffarelli
Luis Caffarelli is an Argentine-American mathematician renowned for his groundbreaking work in partial differential equations and regularity theory, including major contributions to the theory of free boundary problems and the Navier–Stokes equations.
-
E.
Laurent Lafforgue
Laurent Lafforgue is a French mathematician renowned for his groundbreaking work on the Langlands program, for which he received the Fields Medal.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8d6f5d4819086dcb776a0d469e8 |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e49747ec288190bc3e826b6de7f6f2 |
completed | April 19, 2026, 8:50 a.m. |
Created at: April 8, 2026, 9:30 p.m.