Triple
T14637643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chop Shop |
E343646
|
entity |
| Predicate | partOfFilmographyOf |
P15620
|
FINISHED |
| Object | Ramin Bahrani |
E69071
|
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: Ramin Bahrani | Statement: [Chop Shop, partOfFilmographyOf, Ramin Bahrani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramin Bahrani Context triple: [Chop Shop, partOfFilmographyOf, Ramin Bahrani]
-
A.
Ramin Bahrani
chosen
Ramin Bahrani is an American film director and screenwriter known for his socially conscious, character-driven independent films such as "Man Push Cart," "Chop Shop," and "99 Homes."
-
B.
Mohammad Rasoulof
Mohammad Rasoulof is an acclaimed Iranian filmmaker known for his politically charged, socially critical dramas that challenge censorship and authoritarianism.
-
C.
Adil El Arbi
Adil El Arbi is a Belgian-Moroccan filmmaker known for co-directing high-energy action and crime films and television, often in collaboration with Bilall Fallah.
-
D.
Ana Lily Amirpour
Ana Lily Amirpour is an Iranian-American filmmaker best known for her stylish, genre-blending films such as the vampire western "A Girl Walks Home Alone at Night" and the dystopian thriller "The Bad Batch."
-
E.
Desiree Akhavan
Desiree Akhavan is an Iranian-American filmmaker, writer, and actor known for her sharp, queer-focused storytelling in works like "Appropriate Behavior" and "The Miseducation of Cameron Post."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822dffc3c8190aa173b90761bffda |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4aca6448190adf1042dfbfef716 |
completed | April 14, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe388298c0819083c6bd7259c02d08 |
completed | May 8, 2026, 7:24 p.m. |
Created at: April 10, 2026, 1:26 a.m.