Triple
T12797553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Functional analysis |
E305927
|
entity |
| Predicate | hasHistoricalFigure |
P643
|
FINISHED |
| Object |
Maurice Fréchet
Maurice Fréchet was a pioneering French mathematician whose work laid foundational principles in topology and functional analysis, including the concept of metric spaces.
|
E1002056
|
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: Maurice Fréchet | Statement: [Functional analysis, hasHistoricalFigure, Maurice Fréchet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maurice Fréchet Context triple: [Functional analysis, hasHistoricalFigure, Maurice Fréchet]
-
A.
Henri Lebesgue
Henri Lebesgue was a French mathematician best known for founding modern measure theory and developing the Lebesgue integral, which revolutionized real analysis.
-
B.
Gustave Choquet
Gustave Choquet was a French mathematician renowned for his work in functional analysis, potential theory, and the development of Choquet theory and the Choquet integral.
-
C.
Émile Borel
Émile Borel was a pioneering French mathematician known for his foundational work in measure theory, probability, and the theory of functions.
-
D.
Jean Leray
Jean Leray was a French mathematician renowned for his foundational work in algebraic topology and partial differential equations.
-
E.
Hugues Darmois
Hugues Darmois is a film editor known for his work on the French thriller "L'Appartement" and other cinema projects.
- 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: Maurice Fréchet Triple: [Functional analysis, hasHistoricalFigure, Maurice Fréchet]
Generated description
Maurice Fréchet was a pioneering French mathematician whose work laid foundational principles in topology and functional analysis, including the concept of metric spaces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maurice Fréchet Target entity description: Maurice Fréchet was a pioneering French mathematician whose work laid foundational principles in topology and functional analysis, including the concept of metric spaces.
-
A.
Henri Lebesgue
Henri Lebesgue was a French mathematician best known for founding modern measure theory and developing the Lebesgue integral, which revolutionized real analysis.
-
B.
Gustave Choquet
Gustave Choquet was a French mathematician renowned for his work in functional analysis, potential theory, and the development of Choquet theory and the Choquet integral.
-
C.
Émile Borel
Émile Borel was a pioneering French mathematician known for his foundational work in measure theory, probability, and the theory of functions.
-
D.
Jean Leray
Jean Leray was a French mathematician renowned for his foundational work in algebraic topology and partial differential equations.
-
E.
Hugues Darmois
Hugues Darmois is a film editor known for his work on the French thriller "L'Appartement" and other cinema projects.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6db68481909a2ca8da1287f3e0 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6850d6ebc8190aaffcac09f4b15eb |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f6863fada48190afe2ff7896a60094 |
completed | May 2, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f686bcac94819088782273effbb06a |
completed | May 2, 2026, 11:20 p.m. |
Created at: April 9, 2026, 5:30 p.m.