Triple
T1878819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Good Will Hunting |
E39804
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Jean-Yves Escoffier
Jean-Yves Escoffier was a French cinematographer known for his visually distinctive work on both European art films and major Hollywood productions.
|
E209406
|
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: Jean-Yves Escoffier | Statement: [Good Will Hunting, cinematographyBy, Jean-Yves Escoffier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Yves Escoffier Context triple: [Good Will Hunting, cinematographyBy, Jean-Yves Escoffier]
-
A.
René François Armand Prudhomme
René François Armand Prudhomme, better known as Sully Prudhomme, was a French poet and essayist who became the first recipient of the Nobel Prize in Literature in 1901.
-
B.
Michel Vion
Michel Vion is a former French alpine skier who later became a prominent sports official, notably delivering the officials' oath at the 1992 Winter Olympics.
-
C.
Marie-George Buffet
Marie-George Buffet is a French politician who served as national secretary of the French Communist Party and as Minister of Youth and Sports.
-
D.
René Guiette
René Guiette was a Belgian painter and art critic associated with modernist movements in the early 20th century.
-
E.
Julia Child
Julia Child was a pioneering American chef, author, and television personality who popularized French cuisine in the United States through her influential cookbooks and cooking shows.
- 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: Jean-Yves Escoffier Triple: [Good Will Hunting, cinematographyBy, Jean-Yves Escoffier]
Generated description
Jean-Yves Escoffier was a French cinematographer known for his visually distinctive work on both European art films and major Hollywood productions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-Yves Escoffier Target entity description: Jean-Yves Escoffier was a French cinematographer known for his visually distinctive work on both European art films and major Hollywood productions.
-
A.
René François Armand Prudhomme
René François Armand Prudhomme, better known as Sully Prudhomme, was a French poet and essayist who became the first recipient of the Nobel Prize in Literature in 1901.
-
B.
Michel Vion
Michel Vion is a former French alpine skier who later became a prominent sports official, notably delivering the officials' oath at the 1992 Winter Olympics.
-
C.
Marie-George Buffet
Marie-George Buffet is a French politician who served as national secretary of the French Communist Party and as Minister of Youth and Sports.
-
D.
René Guiette
René Guiette was a Belgian painter and art critic associated with modernist movements in the early 20th century.
-
E.
Julia Child
Julia Child was a pioneering American chef, author, and television personality who popularized French cuisine in the United States through her influential cookbooks and cooking shows.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0f8e9f08190a210440823fad69e |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf59a5b48190bb4b47641681ebb7 |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69addfe46b388190b319043170253701 |
completed | March 8, 2026, 8:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade08d0ce0819097beb901dbb39d89 |
completed | March 8, 2026, 8:48 p.m. |
Created at: March 4, 2026, 7:34 p.m.