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.