Triple

T9854339
Position Surface form Disambiguated ID Type / Status
Subject Full Metal Jacket E239546 entity
Predicate mainCharacter P1183 FINISHED
Object Gunnery Sergeant Hartman
Gunnery Sergeant Hartman is the brutal, foul-mouthed Marine drill instructor in the film "Full Metal Jacket," known for his intense and dehumanizing training methods.
 E827123 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: Gunnery Sergeant Hartman | Statement: [Full Metal Jacket, mainCharacter, Gunnery Sergeant Hartman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gunnery Sergeant Hartman
Context triple: [Full Metal Jacket, mainCharacter, Gunnery Sergeant Hartman]
  • A. Sergeant Calhoun
    Sergeant Calhoun is a tough, battle-hardened space marine and the heroic commander from the in-game world of "Hero's Duty" in Disney's animated film *Wreck-It Ralph*.
  • B. Master Sergeant Farell
    Master Sergeant Farell is a tough, battle-hardened military instructor from the film "Edge of Tomorrow," known for training and commanding soldiers in humanity’s war against alien invaders.
  • C. Sarge
    Sarge is a no-nonsense, military Jeep character from the Cars franchise who runs a surplus store in Radiator Springs.
  • D. Sergeant Joe Bomowski
    Sergeant Joe Bomowski is a tough but comically beleaguered Los Angeles police detective whose overbearing mother constantly interferes in both his personal life and police work.
  • E. Lieutenant Baugh
    Lieutenant Baugh was a British officer involved in the 1857 Barrackpore incident, a key early flashpoint in the Indian Rebellion of 1857.
  • 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: Gunnery Sergeant Hartman
Triple: [Full Metal Jacket, mainCharacter, Gunnery Sergeant Hartman]
Generated description
Gunnery Sergeant Hartman is the brutal, foul-mouthed Marine drill instructor in the film "Full Metal Jacket," known for his intense and dehumanizing training methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gunnery Sergeant Hartman
Target entity description: Gunnery Sergeant Hartman is the brutal, foul-mouthed Marine drill instructor in the film "Full Metal Jacket," known for his intense and dehumanizing training methods.
  • A. Sergeant Calhoun
    Sergeant Calhoun is a tough, battle-hardened space marine and the heroic commander from the in-game world of "Hero's Duty" in Disney's animated film *Wreck-It Ralph*.
  • B. Master Sergeant Farell
    Master Sergeant Farell is a tough, battle-hardened military instructor from the film "Edge of Tomorrow," known for training and commanding soldiers in humanity’s war against alien invaders.
  • C. Sarge
    Sarge is a no-nonsense, military Jeep character from the Cars franchise who runs a surplus store in Radiator Springs.
  • D. Sergeant Joe Bomowski
    Sergeant Joe Bomowski is a tough but comically beleaguered Los Angeles police detective whose overbearing mother constantly interferes in both his personal life and police work.
  • E. Lieutenant Baugh
    Lieutenant Baugh was a British officer involved in the 1857 Barrackpore incident, a key early flashpoint in the Indian Rebellion of 1857.
  • 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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3960fb481909c90d6d6cafc6222 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e4349a50819084ee1fcd067a082b completed April 5, 2026, 4:25 a.m.
NEDg Description generation batch_69d1e85570c08190b728c7420cb209c1 completed April 5, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69d1e8a411048190952eb859b67464c4 completed April 5, 2026, 4:44 a.m.
Created at: March 30, 2026, 8:34 p.m.