Triple

T12996233
Position Surface form Disambiguated ID Type / Status
Subject Bob Lee Swagger E322039 entity
Predicate appearsInSeries P26455 FINISHED
Object Dead Zero
Dead Zero is a thriller novel by Stephen Hunter featuring Marine sniper Bob Lee Swagger as he investigates a high-profile assassination plot.
E1016348 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: Dead Zero | Statement: [Bob Lee Swagger, appearsInSeries, Dead Zero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dead Zero
Context triple: [Bob Lee Swagger, appearsInSeries, Dead Zero]
  • A. Back to Zero
    "Back to Zero" is a song by The Rolling Stones from their 1986 album "Dirty Work."
  • B. Circa Zero
    Circa Zero is a rock band formed by guitarist Andy Summers, best known for his work with The Police, showcasing a modern, guitar-driven sound.
  • C. Ceiling Zero
    Ceiling Zero is a 1936 aviation drama film, directed by Howard Hawks and based on a play by former naval aviator Frank Wead, that focuses on the high-risk lives and camaraderie of airline pilots.
  • D. Operation: Z.E.R.O.
    Operation: Z.E.R.O. is a television movie based on the animated series "Codename: Kids Next Door," featuring the young operatives facing one of their most dangerous global threats.
  • E. The Zero Trap
    The Zero Trap is a suspense novel by crime writer Paula Gosling, known for its tense plotting and thriller elements.
  • 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: Dead Zero
Triple: [Bob Lee Swagger, appearsInSeries, Dead Zero]
Generated description
Dead Zero is a thriller novel by Stephen Hunter featuring Marine sniper Bob Lee Swagger as he investigates a high-profile assassination plot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dead Zero
Target entity description: Dead Zero is a thriller novel by Stephen Hunter featuring Marine sniper Bob Lee Swagger as he investigates a high-profile assassination plot.
  • A. Back to Zero
    "Back to Zero" is a song by The Rolling Stones from their 1986 album "Dirty Work."
  • B. Circa Zero
    Circa Zero is a rock band formed by guitarist Andy Summers, best known for his work with The Police, showcasing a modern, guitar-driven sound.
  • C. Ceiling Zero
    Ceiling Zero is a 1936 aviation drama film, directed by Howard Hawks and based on a play by former naval aviator Frank Wead, that focuses on the high-risk lives and camaraderie of airline pilots.
  • D. Operation: Z.E.R.O.
    Operation: Z.E.R.O. is a television movie based on the animated series "Codename: Kids Next Door," featuring the young operatives facing one of their most dangerous global threats.
  • E. The Zero Trap
    The Zero Trap is a suspense novel by crime writer Paula Gosling, known for its tense plotting and thriller elements.
  • 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.