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.