Triple
T8244434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Mangler (1995 film) |
E192815
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Stephen David Brooks
Stephen David Brooks is an American screenwriter and filmmaker best known for his work on the horror film "The Mangler" (1995).
|
E721800
|
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: Stephen David Brooks | Statement: [The Mangler (1995 film), screenwriter, Stephen David Brooks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen David Brooks Context triple: [The Mangler (1995 film), screenwriter, Stephen David Brooks]
-
A.
Stephen Brooks
Stephen Brooks was an American actor best known for his television roles in the 1960s and 1970s, including appearances in crime and drama series.
-
B.
Brian Sipe
Brian Sipe is a former NFL quarterback best known for his MVP-winning 1980 season with the Cleveland Browns as leader of the "Kardiac Kids."
-
C.
Stephen Blinn
Stephen Blinn is a screenwriter best known for his work on the Christian apocalyptic film "The Omega Code."
-
D.
Stephen Glenn Martin
Stephen Glenn Martin is an American comedian, actor, writer, musician, and producer renowned for his stand-up comedy, film roles, and banjo performances.
-
E.
Daniel Brett Weiss
Daniel Brett Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO series "Game of Thrones."
- 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: Stephen David Brooks Triple: [The Mangler (1995 film), screenwriter, Stephen David Brooks]
Generated description
Stephen David Brooks is an American screenwriter and filmmaker best known for his work on the horror film "The Mangler" (1995).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen David Brooks Target entity description: Stephen David Brooks is an American screenwriter and filmmaker best known for his work on the horror film "The Mangler" (1995).
-
A.
Stephen Brooks
Stephen Brooks was an American actor best known for his television roles in the 1960s and 1970s, including appearances in crime and drama series.
-
B.
Brian Sipe
Brian Sipe is a former NFL quarterback best known for his MVP-winning 1980 season with the Cleveland Browns as leader of the "Kardiac Kids."
-
C.
Stephen Blinn
Stephen Blinn is a screenwriter best known for his work on the Christian apocalyptic film "The Omega Code."
-
D.
Stephen Glenn Martin
Stephen Glenn Martin is an American comedian, actor, writer, musician, and producer renowned for his stand-up comedy, film roles, and banjo performances.
-
E.
Daniel Brett Weiss
Daniel Brett Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO series "Game of Thrones."
- 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_69ca82de7b8c81908d8106f8a53cff9b |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb78711f5081909c2f357334491a07 |
completed | March 31, 2026, 7:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd352b1a288190bd13ef84bef7fa1c |
completed | April 1, 2026, 3:09 p.m. |
| NEDg | Description generation | batch_69cd36ef47e88190ae96ea2459552247 |
completed | April 1, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4edfda788190a29f5d9a7a61f6ed |
completed | April 1, 2026, 4:59 p.m. |
Created at: March 30, 2026, 5:47 p.m.