Triple

T3286715
Position Surface form Disambiguated ID Type / Status
Subject From Dusk Till Dawn 2: Texas Blood Money E68998 entity
Predicate writer P1360 FINISHED
Object Duane Whitaker
Duane Whitaker is an American actor, screenwriter, and director best known for his character roles in films like "Pulp Fiction" and his work in independent horror and crime cinema.
E391356 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: Duane Whitaker | Statement: [From Dusk Till Dawn 2: Texas Blood Money, writer, Duane Whitaker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Duane Whitaker
Context triple: [From Dusk Till Dawn 2: Texas Blood Money, writer, Duane Whitaker]
  • A. Don Whitaker
    Don Whitaker is a character in the comedy film "Daddy's Home 2," portrayed as one of the grandfathers whose arrival escalates the family’s holiday chaos.
  • B. Dennis Awtrey
    Dennis Awtrey is a former American professional basketball center known for his defensive play and role as a key contributor on several NBA teams during the 1970s and early 1980s.
  • C. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • D. Rex Walters
    Rex Walters is an American former professional basketball player and college coach best known for his head coaching tenure at the University of San Francisco and his sharpshooting guard play at Kansas.
  • E. Duane Deal
    Duane Deal is a former U.S. Air Force officer who served as a member of the Columbia Accident Investigation Board that investigated the 2003 Space Shuttle Columbia disaster.
  • 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: Duane Whitaker
Triple: [From Dusk Till Dawn 2: Texas Blood Money, writer, Duane Whitaker]
Generated description
Duane Whitaker is an American actor, screenwriter, and director best known for his character roles in films like "Pulp Fiction" and his work in independent horror and crime cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Duane Whitaker
Target entity description: Duane Whitaker is an American actor, screenwriter, and director best known for his character roles in films like "Pulp Fiction" and his work in independent horror and crime cinema.
  • A. Don Whitaker
    Don Whitaker is a character in the comedy film "Daddy's Home 2," portrayed as one of the grandfathers whose arrival escalates the family’s holiday chaos.
  • B. Dennis Awtrey
    Dennis Awtrey is a former American professional basketball center known for his defensive play and role as a key contributor on several NBA teams during the 1970s and early 1980s.
  • C. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • D. Rex Walters
    Rex Walters is an American former professional basketball player and college coach best known for his head coaching tenure at the University of San Francisco and his sharpshooting guard play at Kansas.
  • E. Duane Deal
    Duane Deal is a former U.S. Air Force officer who served as a member of the Columbia Accident Investigation Board that investigated the 2003 Space Shuttle Columbia disaster.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05779d08190a5517951e71b1380 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fae497588190b8f4d23d2925ad9b completed March 14, 2026, 6:06 a.m.
NEDg Description generation batch_69b4fbc972ec81908fb0d53e851236c4 completed March 14, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4ffd256c08190a0cfee3bd0dafda3 completed March 14, 2026, 6:27 a.m.
Created at: March 8, 2026, 3:10 p.m.