Triple

T3067874
Position Surface form Disambiguated ID Type / Status
Subject Shooter (2007 film) E62149 entity
Predicate character P662 FINISHED
Object Bob Lee Swagger
Bob Lee Swagger is a highly skilled former U.S. Marine Corps sniper who becomes the framed and fugitive protagonist in the thriller story "Shooter."
 E322039 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: Bob Lee Swagger | Statement: [Shooter (2007 film), character, Bob Lee Swagger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob Lee Swagger
Context triple: [Shooter (2007 film), character, Bob Lee Swagger]
  • A. Bullet Rogan
    Bullet Rogan was a legendary two-way star of Negro league baseball, renowned as both a dominant pitcher and powerful hitter in the early 20th century.
  • B. Marshal Will Kane
    Marshal Will Kane is the principled, embattled lawman at the center of the classic Western film "High Noon," known for facing a deadly showdown alone when his town abandons him.
  • C. Arnold
    Arnold is a market town and suburb in the county of Nottinghamshire, England, situated to the northeast of Nottingham.
  • D. Arnold
    Arnold is a common English and German surname borne by numerous notable individuals across fields such as science, politics, sports, and the arts.
  • E. Bucky Barnes
    Bucky Barnes is a Marvel Comics character best known as Captain America's childhood friend who becomes the brainwashed assassin Winter Soldier before seeking redemption.
  • 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: Bob Lee Swagger
Triple: [Shooter (2007 film), character, Bob Lee Swagger]
Generated description
Bob Lee Swagger is a highly skilled former U.S. Marine Corps sniper who becomes the framed and fugitive protagonist in the thriller story "Shooter."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob Lee Swagger
Target entity description: Bob Lee Swagger is a highly skilled former U.S. Marine Corps sniper who becomes the framed and fugitive protagonist in the thriller story "Shooter."
  • A. Bullet Rogan
    Bullet Rogan was a legendary two-way star of Negro league baseball, renowned as both a dominant pitcher and powerful hitter in the early 20th century.
  • B. Marshal Will Kane
    Marshal Will Kane is the principled, embattled lawman at the center of the classic Western film "High Noon," known for facing a deadly showdown alone when his town abandons him.
  • C. Arnold
    Arnold is a common English and German surname borne by numerous notable individuals across fields such as science, politics, sports, and the arts.
  • D. Arnold
    Arnold is a market town and suburb in the county of Nottinghamshire, England, situated to the northeast of Nottingham.
  • E. Bucky Barnes
    Bucky Barnes is a Marvel Comics character best known as Captain America's childhood friend who becomes the brainwashed assassin Winter Soldier before seeking redemption.
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fea06881909e5251eea26599ac completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef1972e08190942a068c0c563e52 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1efa8c11081908661b33e465e11bc completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f062abf48190ab891463c5b33622 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3:02 p.m.