Triple
T5179498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armory Films |
E116883
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
S. Craig Zahler
S. Craig Zahler is an American filmmaker, screenwriter, novelist, and musician best known for his gritty, genre-blending films such as "Bone Tomahawk," "Brawl in Cell Block 99," and "Dragged Across Concrete."
|
E513635
|
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: S. Craig Zahler | Statement: [Armory Films, collaboratedWith, S. Craig Zahler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: S. Craig Zahler Context triple: [Armory Films, collaboratedWith, S. Craig Zahler]
-
A.
Jeremy Saulnier
Jeremy Saulnier is an American filmmaker known for his tense, visually striking genre films, including the acclaimed thrillers "Blue Ruin" and "Green Room."
-
B.
Antonio Campos
Antonio Campos is an American filmmaker known for his dark, character-driven dramas and thrillers, including works like "The Devil All the Time" and "Christine."
-
C.
Nico Parker
Nico Parker is a British actress known for her breakout role in Disney's live-action "Dumbo" (2019) and subsequent appearances in film and television.
-
D.
Larry Fessenden
Larry Fessenden is an American filmmaker, actor, and producer best known for his work in independent horror cinema and for founding the production company Glass Eye Pix.
-
E.
Scott Frank
Scott Frank is an American screenwriter and director known for his work on acclaimed films such as "Out of Sight," "Minority Report," and the series "The Queen's Gambit."
- 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: S. Craig Zahler Triple: [Armory Films, collaboratedWith, S. Craig Zahler]
Generated description
S. Craig Zahler is an American filmmaker, screenwriter, novelist, and musician best known for his gritty, genre-blending films such as "Bone Tomahawk," "Brawl in Cell Block 99," and "Dragged Across Concrete."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: S. Craig Zahler Target entity description: S. Craig Zahler is an American filmmaker, screenwriter, novelist, and musician best known for his gritty, genre-blending films such as "Bone Tomahawk," "Brawl in Cell Block 99," and "Dragged Across Concrete."
-
A.
Jeremy Saulnier
Jeremy Saulnier is an American filmmaker known for his tense, visually striking genre films, including the acclaimed thrillers "Blue Ruin" and "Green Room."
-
B.
Antonio Campos
Antonio Campos is an American filmmaker known for his dark, character-driven dramas and thrillers, including works like "The Devil All the Time" and "Christine."
-
C.
Nico Parker
Nico Parker is a British actress known for her breakout role in Disney's live-action "Dumbo" (2019) and subsequent appearances in film and television.
-
D.
Larry Fessenden
Larry Fessenden is an American filmmaker, actor, and producer best known for his work in independent horror cinema and for founding the production company Glass Eye Pix.
-
E.
Scott Frank
Scott Frank is an American screenwriter and director known for his work on acclaimed films such as "Out of Sight," "Minority Report," and the series "The Queen's Gambit."
- 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_69bd446140f08190becb93c61158f27f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79978a208190b2e5909795108327 |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21a42d208190832d00fb62ad683e |
completed | March 21, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69bf235930ec81909d8cd085ea6772b9 |
completed | March 21, 2026, 11:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf23a913c88190b9b8fae20e9e3877 |
completed | March 21, 2026, 11:03 p.m. |
Created at: March 20, 2026, 1:45 p.m.