Triple
T515590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | École Polytechnique |
E10698
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Cédric Villani
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.
|
E64256
|
NE FINISHED |
How this triple was built (4 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: [École Polytechnique, hasAlumnus, Cédric Villani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cédric Villani Context triple: [École Polytechnique, hasAlumnus, Cédric Villani]
-
A.
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.
-
B.
Alain Connes
Alain Connes is a French mathematician renowned for his pioneering work in operator algebras and noncommutative geometry, which has profoundly influenced modern mathematical physics and geometry.
-
C.
Pierre Deligne
Pierre Deligne is a Belgian mathematician renowned for his groundbreaking work in algebraic geometry and number theory, including his proof of the Weil conjectures.
-
D.
André Weil
André Weil was a prominent 20th-century French mathematician known for foundational contributions to number theory, algebraic geometry, and the development of the Weil conjectures.
-
E.
Jean-Pierre Serre
Jean-Pierre Serre is a French mathematician renowned for his foundational contributions to algebraic topology, algebraic geometry, and number theory, and is considered one of the most influential mathematicians of the 20th century.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cédric Villani Triple: [École Polytechnique, hasAlumnus, Cédric Villani]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cédric Villani Target entity description: 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.
-
A.
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.
-
B.
Alain Connes
Alain Connes is a French mathematician renowned for his pioneering work in operator algebras and noncommutative geometry, which has profoundly influenced modern mathematical physics and geometry.
-
C.
Pierre Deligne
Pierre Deligne is a Belgian mathematician renowned for his groundbreaking work in algebraic geometry and number theory, including his proof of the Weil conjectures.
-
D.
André Weil
André Weil was a prominent 20th-century French mathematician known for foundational contributions to number theory, algebraic geometry, and the development of the Weil conjectures.
-
E.
Jean-Pierre Serre
Jean-Pierre Serre is a French mathematician renowned for his foundational contributions to algebraic topology, algebraic geometry, and number theory, and is considered one of the most influential mathematicians of the 20th century.
- F. None of above. chosen
Provenance (5 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1836b688190a60cc901a8724159 |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a1508e7c8190983dfe0b87c6c7ca |
completed | March 1, 2026, 8:28 p.m. |
| NEDg | Description generation | batch_69a4a222e4008190990842b744945f88 |
completed | March 1, 2026, 8:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a27f91ec81909cb25a8e004632ef |
completed | March 1, 2026, 8:33 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.