Triple
T16785804
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Fatal Hour |
E407969
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
W. Scott Darling
W. Scott Darling was an American screenwriter and film producer known for his work on early 20th-century mystery, comedy, and horror films, including several entries in the Sherlock Holmes and Abbott and Costello series.
|
E1237776
|
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: W. Scott Darling | Statement: [The Fatal Hour, screenwriter, W. Scott Darling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: W. Scott Darling Context triple: [The Fatal Hour, screenwriter, W. Scott Darling]
-
A.
Gary Dornhoefer
Gary Dornhoefer is a former Canadian right winger best known for his gritty play and clutch scoring with the Philadelphia Flyers during their "Broad Street Bullies" era in the 1970s.
-
B.
Brent Maddock
Brent Maddock is an American screenwriter best known for co-writing popular science fiction and horror-comedy films such as "Short Circuit" and the "Tremors" series.
-
C.
Phil Dusenberry
Phil Dusenberry was an influential American advertising executive and creative director, best known for his groundbreaking work at BBDO and for shaping major campaigns for brands like Pepsi.
-
D.
Darin Scott
Darin Scott is an American filmmaker and screenwriter known for his work on crime and thriller films, including co-writing the 2006 action drama "Waist Deep."
-
E.
Todd Boekelheide
Todd Boekelheide is an American film composer and sound editor known for his work on numerous documentaries and feature films, including Academy Award–winning projects.
- 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: W. Scott Darling Triple: [The Fatal Hour, screenwriter, W. Scott Darling]
Generated description
W. Scott Darling was an American screenwriter and film producer known for his work on early 20th-century mystery, comedy, and horror films, including several entries in the Sherlock Holmes and Abbott and Costello series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: W. Scott Darling Target entity description: W. Scott Darling was an American screenwriter and film producer known for his work on early 20th-century mystery, comedy, and horror films, including several entries in the Sherlock Holmes and Abbott and Costello series.
-
A.
Gary Dornhoefer
Gary Dornhoefer is a former Canadian right winger best known for his gritty play and clutch scoring with the Philadelphia Flyers during their "Broad Street Bullies" era in the 1970s.
-
B.
Brent Maddock
Brent Maddock is an American screenwriter best known for co-writing popular science fiction and horror-comedy films such as "Short Circuit" and the "Tremors" series.
-
C.
Phil Dusenberry
Phil Dusenberry was an influential American advertising executive and creative director, best known for his groundbreaking work at BBDO and for shaping major campaigns for brands like Pepsi.
-
D.
Darin Scott
Darin Scott is an American filmmaker and screenwriter known for his work on crime and thriller films, including co-writing the 2006 action drama "Waist Deep."
-
E.
Todd Boekelheide
Todd Boekelheide is an American film composer and sound editor known for his work on numerous documentaries and feature films, including Academy Award–winning projects.
- 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_69d8839270588190886720d9519bbf8f |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b21a52ac8190b4374aa0fc45683a |
completed | April 18, 2026, 4:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c29bcfe08190a281446f174a94f6 |
completed | May 10, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a00c355f4108190a4209599bf5f50da |
completed | May 10, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c413314881909e308588af09ce2a |
completed | May 10, 2026, 5:44 p.m. |
Created at: April 10, 2026, 5:22 a.m.