Triple
T19729522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joan Bruna |
E473813
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Xavier Bresson
Xavier Bresson is a computer scientist and researcher known for his contributions to graph neural networks, deep learning on irregular domains, and applications in computer vision and network analysis.
|
E1392160
|
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: Xavier Bresson | Statement: [Joan Bruna, coAuthorWith, Xavier Bresson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xavier Bresson Context triple: [Joan Bruna, coAuthorWith, Xavier Bresson]
-
A.
Robert Bresson
Robert Bresson was a French film director renowned for his austere, minimalist style and profound spiritual themes, which have deeply influenced generations of filmmakers.
-
B.
Jean-Jacques Beineix
Jean-Jacques Beineix was a French film director and key figure of the 1980s "cinéma du look" movement, best known for visually stylish works such as "Diva" and "Betty Blue."
-
C.
Raoul Meyer
Raoul Meyer is a Swiss race car driver and businessman best known for his high-profile marriage to actress and model Brigitte Nielsen.
-
D.
Raoul Meyer
Raoul Meyer is a French businessman best known as the former husband of socialite and reality TV personality Kim Kardashian.
-
E.
François Bazin
François Bazin was a 19th-century French composer and influential music teacher known for mentoring prominent figures such as Jules Massenet.
- 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: Xavier Bresson Triple: [Joan Bruna, coAuthorWith, Xavier Bresson]
Generated description
Xavier Bresson is a computer scientist and researcher known for his contributions to graph neural networks, deep learning on irregular domains, and applications in computer vision and network analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xavier Bresson Target entity description: Xavier Bresson is a computer scientist and researcher known for his contributions to graph neural networks, deep learning on irregular domains, and applications in computer vision and network analysis.
-
A.
Robert Bresson
Robert Bresson was a French film director renowned for his austere, minimalist style and profound spiritual themes, which have deeply influenced generations of filmmakers.
-
B.
Jean-Jacques Beineix
Jean-Jacques Beineix was a French film director and key figure of the 1980s "cinéma du look" movement, best known for visually stylish works such as "Diva" and "Betty Blue."
-
C.
Raoul Meyer
Raoul Meyer is a Swiss race car driver and businessman best known for his high-profile marriage to actress and model Brigitte Nielsen.
-
D.
Raoul Meyer
Raoul Meyer is a French businessman best known as the former husband of socialite and reality TV personality Kim Kardashian.
-
E.
François Bazin
François Bazin was a 19th-century French composer and influential music teacher known for mentoring prominent figures such as Jules Massenet.
- 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_69d8e517ebd48190979ee76723bcfadf |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e649fb27c48190893bfbc1018f12e2 |
completed | April 20, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07b4f0728881909ccadf9e738e371c |
completed | May 16, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_6a07b5e9961881908f224154ec12c366 |
completed | May 16, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07b67b11e48190bb841f2f4f1e784c |
completed | May 16, 2026, 12:12 a.m. |
Created at: April 10, 2026, 1:47 p.m.