Triple
T9997383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Les Twins |
E197234
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Laurent Nicolas Bourgeois
Laurent Nicolas Bourgeois is a French hip-hop dancer, choreographer, and creative performer best known as one half of the internationally acclaimed dance duo Les Twins.
|
E843066
|
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: Laurent Nicolas Bourgeois | Statement: [Les Twins, member, Laurent Nicolas Bourgeois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laurent Nicolas Bourgeois Context triple: [Les Twins, member, Laurent Nicolas Bourgeois]
-
A.
Nicolas Pineau
Nicolas Pineau was an 18th-century French architect and ornamental designer renowned as a leading figure of the Rococo style, particularly for his intricate interior decoration and woodcarving.
-
B.
Matthieu Rougé
Matthieu Rougé is a French Roman Catholic prelate who serves as the bishop of the Diocese of Nanterre.
-
C.
Julien Bertheau
Julien Bertheau was a French actor known for his work in both classical theatre, particularly with the Comédie-Française, and in notable films by directors such as Luis Buñuel.
-
D.
Laurent Brosse
Laurent Brosse is a French local politician who serves as the mayor of the suburban Parisian town of Conflans-Sainte-Honorine.
-
E.
Benoît David
Benoît David is a Canadian singer best known as the former lead vocalist of the progressive rock band Yes.
- 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: Laurent Nicolas Bourgeois Triple: [Les Twins, member, Laurent Nicolas Bourgeois]
Generated description
Laurent Nicolas Bourgeois is a French hip-hop dancer, choreographer, and creative performer best known as one half of the internationally acclaimed dance duo Les Twins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laurent Nicolas Bourgeois Target entity description: Laurent Nicolas Bourgeois is a French hip-hop dancer, choreographer, and creative performer best known as one half of the internationally acclaimed dance duo Les Twins.
-
A.
Nicolas Pineau
Nicolas Pineau was an 18th-century French architect and ornamental designer renowned as a leading figure of the Rococo style, particularly for his intricate interior decoration and woodcarving.
-
B.
Matthieu Rougé
Matthieu Rougé is a French Roman Catholic prelate who serves as the bishop of the Diocese of Nanterre.
-
C.
Julien Bertheau
Julien Bertheau was a French actor known for his work in both classical theatre, particularly with the Comédie-Française, and in notable films by directors such as Luis Buñuel.
-
D.
Laurent Brosse
Laurent Brosse is a French local politician who serves as the mayor of the suburban Parisian town of Conflans-Sainte-Honorine.
-
E.
Benoît David
Benoît David is a Canadian singer best known as the former lead vocalist of the progressive rock band Yes.
- 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc8aa1a881909879a694496f11a5 |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cb8b92b0819081e5ac52e2f4f27e |
completed | April 5, 2026, 8:52 p.m. |
| NEDg | Description generation | batch_69d2cd242ed8819097895cb15cbb5d47 |
completed | April 5, 2026, 8:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2d1204f008190a9349c071c1e8d19 |
completed | April 5, 2026, 9:16 p.m. |
Created at: March 30, 2026, 8:51 p.m.