Triple
T3266542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darius Khondji |
E68540
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
École nationale supérieure Louis-Lumière
École nationale supérieure Louis-Lumière is a prestigious French film and photography school renowned for training many leading cinematographers and audiovisual professionals.
|
E341818
|
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: École nationale supérieure Louis-Lumière | Statement: [Darius Khondji, educatedAt, École nationale supérieure Louis-Lumière]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: École nationale supérieure Louis-Lumière Context triple: [Darius Khondji, educatedAt, École nationale supérieure Louis-Lumière]
-
A.
École de Photographie de la Ville de Paris
École de Photographie de la Ville de Paris is a Parisian photography school known for training notable 20th-century photographers, including surrealist artist Dora Maar.
-
B.
École Centrale des Arts et Manufactures
École Centrale des Arts et Manufactures is a prestigious French engineering grande école renowned for training leading industrial and civil engineers.
-
C.
Université Gustave Eiffel
Université Gustave Eiffel is a French public research university specializing in transportation, urban planning, and sustainable cities, formed from the merger of several institutions including engineering and research schools.
-
D.
Lyon École des Beaux-Arts
Lyon École des Beaux-Arts is a prestigious French art school in Lyon known for training painters, sculptors, and architects in the fine arts tradition.
-
E.
École du Louvre
École du Louvre is a prestigious French higher education institution in Paris specializing in art history, archaeology, and museology, closely linked to major museums such as the Louvre.
- 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: École nationale supérieure Louis-Lumière Triple: [Darius Khondji, educatedAt, École nationale supérieure Louis-Lumière]
Generated description
École nationale supérieure Louis-Lumière is a prestigious French film and photography school renowned for training many leading cinematographers and audiovisual professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: École nationale supérieure Louis-Lumière Target entity description: École nationale supérieure Louis-Lumière is a prestigious French film and photography school renowned for training many leading cinematographers and audiovisual professionals.
-
A.
École de Photographie de la Ville de Paris
École de Photographie de la Ville de Paris is a Parisian photography school known for training notable 20th-century photographers, including surrealist artist Dora Maar.
-
B.
École Centrale des Arts et Manufactures
École Centrale des Arts et Manufactures is a prestigious French engineering grande école renowned for training leading industrial and civil engineers.
-
C.
Université Gustave Eiffel
Université Gustave Eiffel is a French public research university specializing in transportation, urban planning, and sustainable cities, formed from the merger of several institutions including engineering and research schools.
-
D.
Lyon École des Beaux-Arts
Lyon École des Beaux-Arts is a prestigious French art school in Lyon known for training painters, sculptors, and architects in the fine arts tradition.
-
E.
École du Louvre
École du Louvre is a prestigious French higher education institution in Paris specializing in art history, archaeology, and museology, closely linked to major museums such as the Louvre.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafce46dc8190a157e4f5012baed5 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28eed68c08190994376bfbfeae949 |
completed | March 12, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69b2900805d08190afbda5ee5e984b71 |
completed | March 12, 2026, 10:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ac4c52d48190a87b1e535c2e8a37 |
completed | March 12, 2026, 12:06 p.m. |
Created at: March 8, 2026, 3:09 p.m.