Triple
T16379565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boys from County Hell |
E397763
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Yann Demange
Yann Demange is a French-Algerian film and television director and producer best known for directing the thriller "’71" and the crime drama series "Top Boy."
|
E1211094
|
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: Yann Demange | Statement: [Boys from County Hell, producer, Yann Demange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yann Demange Context triple: [Boys from County Hell, producer, Yann Demange]
-
A.
Alexandre Aja
Alexandre Aja is a French filmmaker best known for his work in the horror and thriller genres, including films like "High Tension," "The Hills Have Eyes," and "Piranha 3D."
-
B.
Xavier Giannoli
Xavier Giannoli is a French film director and screenwriter known for character-driven dramas such as "Marguerite" and "Superstar."
-
C.
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."
-
D.
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."
-
E.
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."
- 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: Yann Demange Triple: [Boys from County Hell, producer, Yann Demange]
Generated description
Yann Demange is a French-Algerian film and television director and producer best known for directing the thriller "’71" and the crime drama series "Top Boy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yann Demange Target entity description: Yann Demange is a French-Algerian film and television director and producer best known for directing the thriller "’71" and the crime drama series "Top Boy."
-
A.
Alexandre Aja
Alexandre Aja is a French filmmaker best known for his work in the horror and thriller genres, including films like "High Tension," "The Hills Have Eyes," and "Piranha 3D."
-
B.
Xavier Giannoli
Xavier Giannoli is a French film director and screenwriter known for character-driven dramas such as "Marguerite" and "Superstar."
-
C.
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."
-
D.
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."
-
E.
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."
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319da3c6c8190a9ccf744996c31e8 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00356658e881908131a3c60ed5499d |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a00383a7180819092ea605aa8ef1672 |
completed | May 10, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00391645ac819092a06dc6813604fa |
completed | May 10, 2026, 7:51 a.m. |
Created at: April 10, 2026, 5:08 a.m.