Triple
T20364068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | social choice theory |
E496859
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Hervé Moulin
Hervé Moulin is a prominent French economist and game theorist known for his influential contributions to social choice theory, mechanism design, and fair division.
|
E1446425
|
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: Hervé Moulin | Statement: [social choice theory, developedBy, Hervé Moulin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hervé Moulin Context triple: [social choice theory, developedBy, Hervé Moulin]
-
A.
Denis Ménochet
Denis Ménochet is a French actor known for his intense screen presence in films such as Inglourious Basterds, Custody, and various international productions.
-
B.
Michel Colombier
Michel Colombier was a French composer, arranger, and conductor known for his work in film scores, pop, and jazz, collaborating with major artists and contributing to numerous Hollywood soundtracks.
-
C.
Jean-Marie Bonnassieux
Jean-Marie Bonnassieux was a 19th-century French sculptor known for his religious and monumental works in stone and bronze.
-
D.
Hervé Villechaize
Hervé Villechaize was a French-American actor best known for playing the character Tattoo on the television series "Fantasy Island."
-
E.
Pierre Levent
Pierre Levent is a cinematographer known for his work on the film "Le Soupirant."
- 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: Hervé Moulin Triple: [social choice theory, developedBy, Hervé Moulin]
Generated description
Hervé Moulin is a prominent French economist and game theorist known for his influential contributions to social choice theory, mechanism design, and fair division.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hervé Moulin Target entity description: Hervé Moulin is a prominent French economist and game theorist known for his influential contributions to social choice theory, mechanism design, and fair division.
-
A.
Denis Ménochet
Denis Ménochet is a French actor known for his intense screen presence in films such as Inglourious Basterds, Custody, and various international productions.
-
B.
Michel Colombier
Michel Colombier was a French composer, arranger, and conductor known for his work in film scores, pop, and jazz, collaborating with major artists and contributing to numerous Hollywood soundtracks.
-
C.
Jean-Marie Bonnassieux
Jean-Marie Bonnassieux was a 19th-century French sculptor known for his religious and monumental works in stone and bronze.
-
D.
Hervé Villechaize
Hervé Villechaize was a French-American actor best known for playing the character Tattoo on the television series "Fantasy Island."
-
E.
Pierre Levent
Pierre Levent is a cinematographer known for his work on the film "Le Soupirant."
- 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_69e0b4a4f9b081908a5a021919c21ccb |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6786fd0088190908187ab642344cc |
completed | April 20, 2026, 7:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e03b053c81909623e9493dfc30a3 |
completed | May 16, 2026, 9:23 p.m. |
| NEDg | Description generation | batch_6a08e0d409d48190bca2fb8c60b8ce08 |
completed | May 16, 2026, 9:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e164ef8c8190b482f2cc0f43acce |
completed | May 16, 2026, 9:28 p.m. |
Created at: April 16, 2026, 11:26 a.m.