Triple

T19627776
Position Surface form Disambiguated ID Type / Status
Subject Broken Arrow E471182 entity
Predicate character P662 FINISHED
Object Major Vic Deakins
Major Vic Deakins is the main antagonist of the action film "Broken Arrow," a rogue U.S. Air Force pilot who attempts to steal nuclear weapons for personal gain.
E1386378 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: Major Vic Deakins | Statement: [Broken Arrow, character, Major Vic Deakins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Major Vic Deakins
Context triple: [Broken Arrow, character, Major Vic Deakins]
  • A. Major Charles Dowling
    Major Charles Dowling was a British intelligence officer and member of the Cairo Gang, the undercover group targeted and largely assassinated by the IRA in Dublin on Bloody Sunday in 1920.
  • B. Major Roger Healey
    Major Roger Healey is the bumbling yet loyal Air Force officer and best friend of astronaut Tony Nelson on the classic sitcom "I Dream of Jeannie."
  • C. Lt. Col. Ben Gately
    Lt. Col. Ben Gately is a fictional U.S. Army Air Forces officer best known as one of the central characters in the World War II film "Twelve O'Clock High."
  • D. Major Ronald Ferguson
    Major Ronald Ferguson was a British Army officer and polo manager best known as the father of Sarah, Duchess of York, and maternal grandfather of Princess Eugenie and Princess Beatrice.
  • E. Major Duncan Heyward
    Major Duncan Heyward is a British army officer and central figure in James Fenimore Cooper’s novel "The Last of the Mohicans," whose sense of duty and honor shape much of the story’s conflict and romance.
  • 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: Major Vic Deakins
Triple: [Broken Arrow, character, Major Vic Deakins]
Generated description
Major Vic Deakins is the main antagonist of the action film "Broken Arrow," a rogue U.S. Air Force pilot who attempts to steal nuclear weapons for personal gain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Major Vic Deakins
Target entity description: Major Vic Deakins is the main antagonist of the action film "Broken Arrow," a rogue U.S. Air Force pilot who attempts to steal nuclear weapons for personal gain.
  • A. Major Charles Dowling
    Major Charles Dowling was a British intelligence officer and member of the Cairo Gang, the undercover group targeted and largely assassinated by the IRA in Dublin on Bloody Sunday in 1920.
  • B. Major Roger Healey
    Major Roger Healey is the bumbling yet loyal Air Force officer and best friend of astronaut Tony Nelson on the classic sitcom "I Dream of Jeannie."
  • C. Lt. Col. Ben Gately
    Lt. Col. Ben Gately is a fictional U.S. Army Air Forces officer best known as one of the central characters in the World War II film "Twelve O'Clock High."
  • D. Major Ronald Ferguson
    Major Ronald Ferguson was a British Army officer and polo manager best known as the father of Sarah, Duchess of York, and maternal grandfather of Princess Eugenie and Princess Beatrice.
  • E. Major Duncan Heyward
    Major Duncan Heyward is a British army officer and central figure in James Fenimore Cooper’s novel "The Last of the Mohicans," whose sense of duty and honor shape much of the story’s conflict and romance.
  • 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_69d8e511f28481909f4bc3ea9191e54a completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640eadcc48190ab5e36ddcde0c328 completed April 20, 2026, 3:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771c20d8081909095444afe673e09 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a07727e9cd48190b5a83d0bf8805170 completed May 15, 2026, 7:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0773021f788190aaeb3a6831ded005 completed May 15, 2026, 7:24 p.m.
Created at: April 10, 2026, 1:44 p.m.