Triple
T3497149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Astrid Bergès-Frisbey |
E73877
|
entity |
| Predicate | workedWithDirector |
P19638
|
FINISHED |
| Object |
Xavier Giannoli
Xavier Giannoli is a French film director and screenwriter known for character-driven dramas such as "Marguerite" and "Superstar."
|
E362623
|
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 Giannoli | Statement: [Astrid Bergès-Frisbey, workedWithDirector, Xavier Giannoli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xavier Giannoli Context triple: [Astrid Bergès-Frisbey, workedWithDirector, Xavier Giannoli]
-
A.
Michel Hazanavicius
Michel Hazanavicius is a French film director, screenwriter, and producer best known internationally for directing the silent black-and-white film "The Artist."
-
B.
Fabrice Du Welz
Fabrice Du Welz is a Belgian film director and screenwriter known for his dark, atmospheric genre films such as "Calvaire," "Vinyan," and "Alleluia."
-
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.
Jacques Audiard
Jacques Audiard is an acclaimed French film director and screenwriter known for intense, character-driven dramas such as "A Prophet" and "Dheepan."
-
E.
Jean-Marc Vallée
Jean-Marc Vallée was a Canadian filmmaker and editor known for his emotionally intimate, character-driven films and acclaimed work in both cinema and prestige television, including projects like "Dallas Buyers Club" and "Big Little Lies."
- 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 Giannoli Triple: [Astrid Bergès-Frisbey, workedWithDirector, Xavier Giannoli]
Generated description
Xavier Giannoli is a French film director and screenwriter known for character-driven dramas such as "Marguerite" and "Superstar."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xavier Giannoli Target entity description: Xavier Giannoli is a French film director and screenwriter known for character-driven dramas such as "Marguerite" and "Superstar."
-
A.
Michel Hazanavicius
Michel Hazanavicius is a French film director, screenwriter, and producer best known internationally for directing the silent black-and-white film "The Artist."
-
B.
Fabrice Du Welz
Fabrice Du Welz is a Belgian film director and screenwriter known for his dark, atmospheric genre films such as "Calvaire," "Vinyan," and "Alleluia."
-
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.
Jacques Audiard
Jacques Audiard is an acclaimed French film director and screenwriter known for intense, character-driven dramas such as "A Prophet" and "Dheepan."
-
E.
Jean-Marc Vallée
Jean-Marc Vallée was a Canadian filmmaker and editor known for his emotionally intimate, character-driven films and acclaimed work in both cinema and prestige television, including projects like "Dallas Buyers Club" and "Big Little Lies."
- 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_69ad85cdb6e48190a335d412b9194ed8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbd16c0081908f13535f459618d1 |
completed | March 8, 2026, 6:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373d011c0819088245afe03be3c44 |
completed | March 13, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69b3745c7304819085a47af79cd738c0 |
completed | March 13, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b374f5999c8190ae48570a412dc6dc |
completed | March 13, 2026, 2:22 a.m. |
Created at: March 8, 2026, 3:18 p.m.