Triple

T12996237
Position Surface form Disambiguated ID Type / Status
Subject Bob Lee Swagger E322039 entity
Predicate appearsInSeries P26455 FINISHED
Object Game of Snipers
Game of Snipers is a modern military thriller novel in Stephen Hunter’s Bob Lee Swagger series, following the aging sniper as he hunts an elusive assassin to prevent a high-profile terrorist attack.
E1018593 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: Game of Snipers | Statement: [Bob Lee Swagger, appearsInSeries, Game of Snipers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Game of Snipers
Context triple: [Bob Lee Swagger, appearsInSeries, Game of Snipers]
  • A. I, Sniper
    "I, Sniper" is a thriller novel by Stephen Hunter featuring Marine sniper Bob Lee Swagger as he investigates a series of seemingly perfect long-range killings.
  • B. Sniper School
    Sniper School is a specialized U.S. Army training program that teaches soldiers advanced marksmanship, fieldcraft, and long-range precision engagement skills.
  • C. Gunplay
    Gunplay is an American rapper from Miami known for his gritty street-oriented lyrics and affiliation with Rick Ross’s Maybach Music Group.
  • D. Sniper
    Sniper is a 1993 action thriller film about an expert Marine sniper and his spotter undertaking a dangerous mission in the Panamanian jungle.
  • E. Shoot 'Em Up
    Shoot 'Em Up is a 2007 over-the-top action film known for its stylized gunfights, dark humor, and frenetic pacing.
  • 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: Game of Snipers
Triple: [Bob Lee Swagger, appearsInSeries, Game of Snipers]
Generated description
Game of Snipers is a modern military thriller novel in Stephen Hunter’s Bob Lee Swagger series, following the aging sniper as he hunts an elusive assassin to prevent a high-profile terrorist attack.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Game of Snipers
Target entity description: Game of Snipers is a modern military thriller novel in Stephen Hunter’s Bob Lee Swagger series, following the aging sniper as he hunts an elusive assassin to prevent a high-profile terrorist attack.
  • A. I, Sniper
    "I, Sniper" is a thriller novel by Stephen Hunter featuring Marine sniper Bob Lee Swagger as he investigates a series of seemingly perfect long-range killings.
  • B. Sniper School
    Sniper School is a specialized U.S. Army training program that teaches soldiers advanced marksmanship, fieldcraft, and long-range precision engagement skills.
  • C. Gunplay
    Gunplay is an American rapper from Miami known for his gritty street-oriented lyrics and affiliation with Rick Ross’s Maybach Music Group.
  • D. Sniper
    Sniper is a 1993 action thriller film about an expert Marine sniper and his spotter undertaking a dangerous mission in the Panamanian jungle.
  • E. Shoot 'Em Up
    Shoot 'Em Up is a 2007 over-the-top action film known for its stylized gunfights, dark humor, and frenetic pacing.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7980288190a9fe629a8cc76a52 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbc4111c8190ace7bf505cd652ee completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6ce1f52388190935be76122890d63 completed May 3, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69f6ceafcca88190bcd65be3c4440987 completed May 3, 2026, 4:27 a.m.
Created at: April 9, 2026, 8:45 p.m.