Triple
T22328727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kähler cone |
E551967
|
entity |
| Predicate | studiedBy |
P1945
|
FINISHED |
| Object |
Jean-Pierre Demailly
Jean-Pierre Demailly was a prominent French mathematician renowned for his influential work in complex analytic and algebraic geometry, particularly in the theory of Kähler manifolds and pluripotential methods.
|
E1531315
|
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: Jean-Pierre Demailly | Statement: [Kähler cone, studiedBy, Jean-Pierre Demailly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Pierre Demailly Context triple: [Kähler cone, studiedBy, Jean-Pierre Demailly]
-
A.
Arnaud Beauville
Arnaud Beauville is a French mathematician renowned for his influential work in algebraic geometry, particularly on complex algebraic varieties and moduli spaces.
-
B.
Gérard Laumon
Gérard Laumon is a French mathematician renowned for his influential work in algebraic geometry and number theory, particularly in the context of the Langlands program.
-
C.
Laurent Lafforgue
Laurent Lafforgue is a French mathematician renowned for his groundbreaking work on the Langlands program, for which he received the Fields Medal.
-
D.
Luc Illusie
Luc Illusie is a French mathematician renowned for his influential work in algebraic geometry, particularly in the development of deformation theory and the theory of the cotangent complex.
-
E.
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.
- 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: Jean-Pierre Demailly Triple: [Kähler cone, studiedBy, Jean-Pierre Demailly]
Generated description
Jean-Pierre Demailly was a prominent French mathematician renowned for his influential work in complex analytic and algebraic geometry, particularly in the theory of Kähler manifolds and pluripotential methods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-Pierre Demailly Target entity description: Jean-Pierre Demailly was a prominent French mathematician renowned for his influential work in complex analytic and algebraic geometry, particularly in the theory of Kähler manifolds and pluripotential methods.
-
A.
Arnaud Beauville
Arnaud Beauville is a French mathematician renowned for his influential work in algebraic geometry, particularly on complex algebraic varieties and moduli spaces.
-
B.
Gérard Laumon
Gérard Laumon is a French mathematician renowned for his influential work in algebraic geometry and number theory, particularly in the context of the Langlands program.
-
C.
Laurent Lafforgue
Laurent Lafforgue is a French mathematician renowned for his groundbreaking work on the Langlands program, for which he received the Fields Medal.
-
D.
Luc Illusie
Luc Illusie is a French mathematician renowned for his influential work in algebraic geometry, particularly in the development of deformation theory and the theory of the cotangent complex.
-
E.
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.
- 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_69e11e482f788190b78d1588fc26d606 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15769fdb48190b84e0c019ab63579 |
completed | April 29, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ad523ecec8190a85eb932288965fb |
completed | May 18, 2026, 9 a.m. |
| NEDg | Description generation | batch_6a0ad992b43c8190b0e409d64db83308 |
completed | May 18, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0adac48bec8190989dd7c5e28d283a |
completed | May 18, 2026, 9:24 a.m. |
Created at: April 16, 2026, 8:43 p.m.