Triple

T12859534
Position Surface form Disambiguated ID Type / Status
Subject Courage Under Fire E307547 entity
Predicate mainCharacter P1183 FINISHED
Object Lieutenant Colonel Nathaniel Serling
Lieutenant Colonel Nathaniel Serling is the troubled U.S. Army officer at the center of the film "Courage Under Fire," grappling with guilt and moral ambiguity as he investigates a posthumous Medal of Honor nomination.
E1006309 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: Lieutenant Colonel Nathaniel Serling | Statement: [Courage Under Fire, mainCharacter, Lieutenant Colonel Nathaniel Serling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lieutenant Colonel Nathaniel Serling
Context triple: [Courage Under Fire, mainCharacter, Lieutenant Colonel Nathaniel Serling]
  • A. Lieutenant Colonel John Cruger
    Lieutenant Colonel John Cruger was a British Loyalist officer during the American Revolutionary War, best known for leading the defense of the fortified post at Ninety Six in South Carolina.
  • B. Lt. Col. Frank Slade
    Lt. Col. Frank Slade is the blind, irascible yet deeply principled retired Army officer portrayed by Al Pacino in the film "Scent of a Woman."
  • 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. Lt. Col. Kirby Yorke
    Lt. Col. Kirby Yorke is the tough, duty-bound U.S. Cavalry officer played by John Wayne in the 1950 Western film "Rio Grande," where he struggles to balance military obligations with strained family relationships.
  • E. Lieutenant Colonel Henry Blake
    Lieutenant Colonel Henry Blake is a fictional, affable and often bumbling commanding officer of the 4077th Mobile Army Surgical Hospital in the M*A*S*H franchise.
  • 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: Lieutenant Colonel Nathaniel Serling
Triple: [Courage Under Fire, mainCharacter, Lieutenant Colonel Nathaniel Serling]
Generated description
Lieutenant Colonel Nathaniel Serling is the troubled U.S. Army officer at the center of the film "Courage Under Fire," grappling with guilt and moral ambiguity as he investigates a posthumous Medal of Honor nomination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lieutenant Colonel Nathaniel Serling
Target entity description: Lieutenant Colonel Nathaniel Serling is the troubled U.S. Army officer at the center of the film "Courage Under Fire," grappling with guilt and moral ambiguity as he investigates a posthumous Medal of Honor nomination.
  • A. Lieutenant Colonel John Cruger
    Lieutenant Colonel John Cruger was a British Loyalist officer during the American Revolutionary War, best known for leading the defense of the fortified post at Ninety Six in South Carolina.
  • B. Lt. Col. Frank Slade
    Lt. Col. Frank Slade is the blind, irascible yet deeply principled retired Army officer portrayed by Al Pacino in the film "Scent of a Woman."
  • 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. Lt. Col. Kirby Yorke
    Lt. Col. Kirby Yorke is the tough, duty-bound U.S. Cavalry officer played by John Wayne in the 1950 Western film "Rio Grande," where he struggles to balance military obligations with strained family relationships.
  • E. Lieutenant Colonel Henry Blake
    Lieutenant Colonel Henry Blake is a fictional, affable and often bumbling commanding officer of the 4077th Mobile Army Surgical Hospital in the M*A*S*H franchise.
  • 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_69d7bdf5e7cc8190be357278bc5ba3bb completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970242bd48190941cbae0315ebc3d completed April 10, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bac0c1081909217d865aa8bf9a3 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69cc60c488190a5a71e25c075e9ff completed May 3, 2026, 12:54 a.m.
NED2 Entity disambiguation (via description) batch_69f69d845a9081909b40562825c1c500 completed May 3, 2026, 12:57 a.m.
Created at: April 9, 2026, 5:37 p.m.