Triple

T3712774
Position Surface form Disambiguated ID Type / Status
Subject Bill Paxton E81453 entity
Predicate portrayedCharacter P1668 FINISHED
Object Bill Harding in Twister
Bill Harding in Twister is the former storm chaser-turned-weatherman who gets pulled back into a dangerous tornado-hunting mission alongside his ex-wife and their research team.
E382296 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: Bill Harding in Twister | Statement: [Bill Paxton, portrayedCharacter, Bill Harding in Twister]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Harding in Twister
Context triple: [Bill Paxton, portrayedCharacter, Bill Harding in Twister]
  • A. Kit Carruthers in Badlands
    Kit Carruthers in *Badlands* is the charismatic yet disturbingly detached young drifter and spree killer portrayed by Martin Sheen in Terrence Malick’s 1973 crime drama.
  • B. Keith Whitmore
    Keith Whitmore is an American Episcopal bishop who has served in diocesan leadership within the Episcopal Church, including in North Dakota.
  • C. Charlie Tahan
    Charlie Tahan is an American actor known for his roles in films like "Charlie St. Cloud" and "Super Dark Times" and TV series such as "Ozark" and "Wayward Pines."
  • D. Warren Spady
    Warren Spady is a designer best known for creating the trophy awarded in the historic Oregon–Oregon State college football rivalry.
  • E. Trai Byers
    Trai Byers is an American actor best known for his role as Andre Lyon on the television drama series "Empire."
  • 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: Bill Harding in Twister
Triple: [Bill Paxton, portrayedCharacter, Bill Harding in Twister]
Generated description
Bill Harding in Twister is the former storm chaser-turned-weatherman who gets pulled back into a dangerous tornado-hunting mission alongside his ex-wife and their research team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Harding in Twister
Target entity description: Bill Harding in Twister is the former storm chaser-turned-weatherman who gets pulled back into a dangerous tornado-hunting mission alongside his ex-wife and their research team.
  • A. Kit Carruthers in Badlands
    Kit Carruthers in *Badlands* is the charismatic yet disturbingly detached young drifter and spree killer portrayed by Martin Sheen in Terrence Malick’s 1973 crime drama.
  • B. Keith Whitmore
    Keith Whitmore is an American Episcopal bishop who has served in diocesan leadership within the Episcopal Church, including in North Dakota.
  • C. Charlie Tahan
    Charlie Tahan is an American actor known for his roles in films like "Charlie St. Cloud" and "Super Dark Times" and TV series such as "Ozark" and "Wayward Pines."
  • D. Warren Spady
    Warren Spady is a designer best known for creating the trophy awarded in the historic Oregon–Oregon State college football rivalry.
  • E. Trai Byers
    Trai Byers is an American actor best known for his role as Andre Lyon on the television drama series "Empire."
  • 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9cbc5648190936f93868086167e completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0834288190b16cf49477dc2ed9 completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cfb49b748190a49435c46540f0c7 completed March 14, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69b4d06e34408190a0dc77b82e4fe308 completed March 14, 2026, 3:05 a.m.
Created at: March 8, 2026, 3:33 p.m.