Triple

T7561475
Position Surface form Disambiguated ID Type / Status
Subject Cold Pursuit E178802 entity
Predicate leadActorRole P5563 FINISHED
Object Liam Neeson as Nels Coxman
Liam Neeson as Nels Coxman is the stoic snowplow driver turned vengeful vigilante at the center of the darkly comedic action thriller "Cold Pursuit."
E673206 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: Liam Neeson as Nels Coxman | Statement: [Cold Pursuit, leadActorRole, Liam Neeson as Nels Coxman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam Neeson as Nels Coxman
Context triple: [Cold Pursuit, leadActorRole, Liam Neeson as Nels Coxman]
  • A. Arnold Schwarzenegger as Detective John Kimble
    Arnold Schwarzenegger as Detective John Kimble is a tough undercover cop who poses as a kindergarten teacher, blending action and comedy in the film "Kindergarten Cop."
  • B. Fred Ward as John Anglin
    Fred Ward as John Anglin is the actor’s portrayal of one of the real-life inmate escapees in the 1979 prison drama film "Escape from Alcatraz."
  • C. Frank Nugent in The Negotiator
    Frank Nugent in *The Negotiator* is a supporting character portrayed by David Morse in the 1998 action-thriller film about a police hostage negotiator framed for corruption.
  • D. Jon Voight as Luke Martin
    Jon Voight as Luke Martin is the portrayal of a paralyzed Vietnam War veteran in the 1978 film "Coming Home," a role that earned Voight widespread acclaim and an Academy Award.
  • E. Bruce Dern as Asa Watts
    Bruce Dern as Asa Watts is the actor’s memorable portrayal of the ruthless cattle thief and primary antagonist in the 1972 Western film "The Cowboys."
  • 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: Liam Neeson as Nels Coxman
Triple: [Cold Pursuit, leadActorRole, Liam Neeson as Nels Coxman]
Generated description
Liam Neeson as Nels Coxman is the stoic snowplow driver turned vengeful vigilante at the center of the darkly comedic action thriller "Cold Pursuit."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam Neeson as Nels Coxman
Target entity description: Liam Neeson as Nels Coxman is the stoic snowplow driver turned vengeful vigilante at the center of the darkly comedic action thriller "Cold Pursuit."
  • A. Arnold Schwarzenegger as Detective John Kimble
    Arnold Schwarzenegger as Detective John Kimble is a tough undercover cop who poses as a kindergarten teacher, blending action and comedy in the film "Kindergarten Cop."
  • B. Fred Ward as John Anglin
    Fred Ward as John Anglin is the actor’s portrayal of one of the real-life inmate escapees in the 1979 prison drama film "Escape from Alcatraz."
  • C. Frank Nugent in The Negotiator
    Frank Nugent in *The Negotiator* is a supporting character portrayed by David Morse in the 1998 action-thriller film about a police hostage negotiator framed for corruption.
  • D. Jon Voight as Luke Martin
    Jon Voight as Luke Martin is the portrayal of a paralyzed Vietnam War veteran in the 1978 film "Coming Home," a role that earned Voight widespread acclaim and an Academy Award.
  • E. Bruce Dern as Asa Watts
    Bruce Dern as Asa Watts is the actor’s memorable portrayal of the ruthless cattle thief and primary antagonist in the 1972 Western film "The Cowboys."
  • 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_69c69f2f80288190b95cceb4da92ab2b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8f847c48190a1081aa9de7ff945 completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856d0cbfc8190b2cb2b601a7b078c completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c857e2b6b08190ad5236352d0142be completed March 28, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8587de3588190a209069dfee31a21 completed March 28, 2026, 10:38 p.m.
Created at: March 27, 2026, 3:50 p.m.