Triple
T13792329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waist Deep |
E331428
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
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."
|
E1114731
|
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: Darin Scott | Statement: [Waist Deep, screenwriter, Darin Scott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darin Scott Context triple: [Waist Deep, screenwriter, Darin Scott]
-
A.
Darin Cunningham
Darin Cunningham is an electronic music producer and DJ best known for his experimental work under the moniker Actress.
-
B.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
-
C.
Ed Scott
Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
-
D.
Jeffrey DeMunn
Jeffrey DeMunn is an American character actor known for his frequent collaborations with director Frank Darabont in films like The Shawshank Redemption, The Green Mile, and The Mist, as well as for his role as Dale Horvath on the television series The Walking Dead.
-
E.
Darrin Stephens
Darrin Stephens is the bumbling yet well-meaning advertising executive husband of witch Samantha Stephens on the classic 1960s TV sitcom "Bewitched."
- 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: Darin Scott Triple: [Waist Deep, screenwriter, Darin Scott]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darin Scott Target entity description: 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."
-
A.
Darin Cunningham
Darin Cunningham is an electronic music producer and DJ best known for his experimental work under the moniker Actress.
-
B.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
-
C.
Ed Scott
Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
-
D.
Jeffrey DeMunn
Jeffrey DeMunn is an American character actor known for his frequent collaborations with director Frank Darabont in films like The Shawshank Redemption, The Green Mile, and The Mist, as well as for his role as Dale Horvath on the television series The Walking Dead.
-
E.
Darrin Stephens
Darrin Stephens is the bumbling yet well-meaning advertising executive husband of witch Samantha Stephens on the classic 1960s TV sitcom "Bewitched."
- 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_69d81c58feb08190a77bca8bf7d6d20f |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0258a1408190a837d17c6d6a2bd4 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf06a3e208190a24e6cd9cb97e99c |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf15993e88190af2915db1584dfa1 |
completed | May 8, 2026, 2:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf1c407208190a0b544d98551319f |
completed | May 8, 2026, 2:23 p.m. |
Created at: April 9, 2026, 10:11 p.m.