Triple

T12996236
Position Surface form Disambiguated ID Type / Status
Subject Bob Lee Swagger E322039 entity
Predicate appearsInSeries P26455 FINISHED
Object G-Man
G-Man is a thriller novel by Stephen Hunter featuring Marine sniper Bob Lee Swagger as he investigates his family's past and uncovers a deadly historical conspiracy.
E1016350 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: G-Man | Statement: [Bob Lee Swagger, appearsInSeries, G-Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G-Man
Context triple: [Bob Lee Swagger, appearsInSeries, G-Man]
  • A. G-Man
    G-Man is a character in Bruce Springsteen’s song “Spirit in the Night,” portrayed as one of the wild, free-spirited friends joining the narrator on a night of adventure.
  • B. Agent 47
    Agent 47 is a genetically engineered, barcoded assassin and the silent, methodical protagonist of the Hitman video game franchise.
  • C. Amos Fisk
    Amos Fisk is a person notable enough to be recognized as a bearer of the surname Fisk.
  • D. Max Payne
    Max Payne is a neo-noir third-person shooter video game series known for its gritty storytelling, bullet-time gunplay, and hard-boiled titular protagonist.
  • E. Agent 326
    Agent 326 is a fictional spy character known for undertaking covert missions and espionage activities.
  • 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: G-Man
Triple: [Bob Lee Swagger, appearsInSeries, G-Man]
Generated description
G-Man is a thriller novel by Stephen Hunter featuring Marine sniper Bob Lee Swagger as he investigates his family's past and uncovers a deadly historical conspiracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G-Man
Target entity description: G-Man is a thriller novel by Stephen Hunter featuring Marine sniper Bob Lee Swagger as he investigates his family's past and uncovers a deadly historical conspiracy.
  • A. G-Man
    G-Man is a character in Bruce Springsteen’s song “Spirit in the Night,” portrayed as one of the wild, free-spirited friends joining the narrator on a night of adventure.
  • B. Agent 47
    Agent 47 is a genetically engineered, barcoded assassin and the silent, methodical protagonist of the Hitman video game franchise.
  • C. Amos Fisk
    Amos Fisk is a person notable enough to be recognized as a bearer of the surname Fisk.
  • D. Max Payne
    Max Payne is a neo-noir third-person shooter video game series known for its gritty storytelling, bullet-time gunplay, and hard-boiled titular protagonist.
  • E. Agent 326
    Agent 326 is a fictional spy character known for undertaking covert missions and espionage activities.
  • 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_69f6c0fe9d608190b9d503f4da1fe0c0 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c3beaf6881909be9c839206817b3 completed May 3, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69f6c48ee33c8190a50b308b12c08951 completed May 3, 2026, 3:44 a.m.
Created at: April 9, 2026, 8:45 p.m.