Triple

T34357415
Position Surface form Disambiguated ID Type / Status
Subject Brian De Palma and Paul Schrader E881770 entity
Predicate collaboratedOnFilm P115644 FINISHED
Object Taxi Driver (development discussions; Schrader script, De Palma early involvement)
"Taxi Driver" is a landmark 1976 psychological drama film directed by Martin Scorsese from Paul Schrader’s screenplay, chronicling the descent of a mentally unstable New York City cab driver and widely regarded as one of the greatest and most influential American films.
E2092622 NE FINISHED

How this triple was built (2 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: Taxi Driver (development discussions; Schrader script, De Palma early involvement) | Statement: [Brian De Palma and Paul Schrader, collaboratedOnFilm, Taxi Driver (development discussions; Schrader script, De Palma early involvement)]
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: Taxi Driver (development discussions; Schrader script, De Palma early involvement)
Triple: [Brian De Palma and Paul Schrader, collaboratedOnFilm, Taxi Driver (development discussions; Schrader script, De Palma early involvement)]
Generated description
"Taxi Driver" is a landmark 1976 psychological drama film directed by Martin Scorsese from Paul Schrader’s screenplay, chronicling the descent of a mentally unstable New York City cab driver and widely regarded as one of the greatest and most influential American films.

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_69f349bd06008190904c2f86c42749e3 completed April 30, 2026, 12:23 p.m.
NER Named-entity recognition batch_69f71cc8eaa481909f5e2e870a80fa1a completed May 3, 2026, 10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a3704a3b1408190b6b13942fe2cd8cd completed June 20, 2026, 9:22 p.m.
NEDg Description generation batch_6a370577d8e08190848ce63a9865793d completed June 20, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_6a37061b69fc81908c02244b45d74771 completed June 20, 2026, 9:28 p.m.
Created at: May 1, 2026, 1:58 a.m.