Triple
T3016503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dark Shadows (2012 film) |
E82348
|
entity |
| Predicate | cinematographer |
P1953
|
FINISHED |
| Object |
Bruno Delbonnel
Bruno Delbonnel is an acclaimed French cinematographer known for his distinctive, atmospheric visual style in films such as Amélie, Harry Potter and the Half-Blood Prince, and Inside Llewyn Davis.
|
E318178
|
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: Bruno Delbonnel | Statement: [Dark Shadows (2012 film), cinematographer, Bruno Delbonnel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruno Delbonnel Context triple: [Dark Shadows (2012 film), cinematographer, Bruno Delbonnel]
-
A.
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."
-
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.
Jean-Paul Goude
Jean-Paul Goude is a French graphic designer, illustrator, photographer, and director renowned for his surreal, highly stylized imagery and iconic collaborations with performers and fashion brands.
-
D.
Darius Khondji
Darius Khondji is an acclaimed French-Iranian cinematographer known for his visually distinctive work on films such as Seven, Delicatessen, and The City of Lost Children.
-
E.
Arnaud Amalric
Arnaud Amalric was a 13th-century Cistercian abbot and papal legate infamous for his brutal leadership during the Albigensian Crusade, including the massacre at Béziers.
- 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: Bruno Delbonnel Triple: [Dark Shadows (2012 film), cinematographer, Bruno Delbonnel]
Generated description
Bruno Delbonnel is an acclaimed French cinematographer known for his distinctive, atmospheric visual style in films such as Amélie, Harry Potter and the Half-Blood Prince, and Inside Llewyn Davis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruno Delbonnel Target entity description: Bruno Delbonnel is an acclaimed French cinematographer known for his distinctive, atmospheric visual style in films such as Amélie, Harry Potter and the Half-Blood Prince, and Inside Llewyn Davis.
-
A.
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."
-
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.
Jean-Paul Goude
Jean-Paul Goude is a French graphic designer, illustrator, photographer, and director renowned for his surreal, highly stylized imagery and iconic collaborations with performers and fashion brands.
-
D.
Darius Khondji
Darius Khondji is an acclaimed French-Iranian cinematographer known for his visually distinctive work on films such as Seven, Delicatessen, and The City of Lost Children.
-
E.
Arnaud Amalric
Arnaud Amalric was a 13th-century Cistercian abbot and papal legate infamous for his brutal leadership during the Albigensian Crusade, including the massacre at Béziers.
- 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_69ad8b1eb53481908c39bbcd1ec104b2 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a6c56708190b7d8d08bca727cc1 |
completed | March 8, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e6eac1481909d56844e53c37b59 |
completed | March 11, 2026, 8:57 a.m. |
| NEDg | Description generation | batch_69b12f26a8d08190be6023fb7e3ddee9 |
completed | March 11, 2026, 9 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb268d9881908766e50524b208cc |
completed | March 11, 2026, 8:05 p.m. |
Created at: March 8, 2026, 3 p.m.