Triple

T5188326
Position Surface form Disambiguated ID Type / Status
Subject Blue Thunder E117085 entity
Predicate antagonistCharacter P18963 FINISHED
Object Colonel F.E. Cochrane
Colonel F.E. Cochrane is the primary military antagonist in the 1983 action-thriller film "Blue Thunder," overseeing the experimental helicopter program and clashing with the protagonist.
E502135 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: Colonel F.E. Cochrane | Statement: [Blue Thunder, antagonistCharacter, Colonel F.E. Cochrane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Colonel F.E. Cochrane
Context triple: [Blue Thunder, antagonistCharacter, Colonel F.E. Cochrane]
  • A. Colonel Alexander Bliss
    Colonel Alexander Bliss was a 19th-century American editor and publisher best known for requesting and preserving one of the authoritative manuscript copies of Abraham Lincoln’s Gettysburg Address.
  • B. Colonel Francis White
    Colonel Francis White was a prominent historical figure after whom the town of Whitehaven was named, likely due to his local influence or landownership.
  • C. Colonel Frank Fitts
    Colonel Frank Fitts is a strict, repressed former Marine officer and abusive father whose hidden vulnerabilities and internalized homophobia drive much of the tension in the film American Beauty.
  • D. Colonel Andrew Hynes
    Colonel Andrew Hynes was an early American pioneer and military officer best known for establishing the Kentucky settlement that became Elizabethtown.
  • E. Colonel Noel Wild
    Colonel Noel Wild was a British Army officer who played a key leadership role in the Allied deception efforts surrounding Operation Bodyguard during World War II.
  • 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: Colonel F.E. Cochrane
Triple: [Blue Thunder, antagonistCharacter, Colonel F.E. Cochrane]
Generated description
Colonel F.E. Cochrane is the primary military antagonist in the 1983 action-thriller film "Blue Thunder," overseeing the experimental helicopter program and clashing with the protagonist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Colonel F.E. Cochrane
Target entity description: Colonel F.E. Cochrane is the primary military antagonist in the 1983 action-thriller film "Blue Thunder," overseeing the experimental helicopter program and clashing with the protagonist.
  • A. Colonel Alexander Bliss
    Colonel Alexander Bliss was a 19th-century American editor and publisher best known for requesting and preserving one of the authoritative manuscript copies of Abraham Lincoln’s Gettysburg Address.
  • B. Colonel Francis White
    Colonel Francis White was a prominent historical figure after whom the town of Whitehaven was named, likely due to his local influence or landownership.
  • C. Colonel Frank Fitts
    Colonel Frank Fitts is a strict, repressed former Marine officer and abusive father whose hidden vulnerabilities and internalized homophobia drive much of the tension in the film American Beauty.
  • D. Colonel Andrew Hynes
    Colonel Andrew Hynes was an early American pioneer and military officer best known for establishing the Kentucky settlement that became Elizabethtown.
  • E. Colonel Noel Wild
    Colonel Noel Wild was a British Army officer who played a key leadership role in the Allied deception efforts surrounding Operation Bodyguard during World War II.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79c56280819085926316f7b520bc completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee08af954819080dbe7ea1ac6ddb0 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5fc0c408190b4ad4b77e0045182 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee6b954c08190a353ebcfe829888a completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.