Triple

T10723989
Position Surface form Disambiguated ID Type / Status
Subject Left Behind series E252890 entity
Predicate mainCharacter P1183 FINISHED
Object Bruce Barnes
Bruce Barnes is a central Christian pastor-turned-spiritual leader in the apocalyptic "Left Behind" novel series, guiding survivors through the tribulation period.
E883058 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: Bruce Barnes | Statement: [Left Behind series, mainCharacter, Bruce Barnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bruce Barnes
Context triple: [Left Behind series, mainCharacter, Bruce Barnes]
  • A. James Barnes
    James Barnes was a Union Army officer who served as a brigade and division commander in the V Corps during the American Civil War.
  • B. James Martin Barnes
    James Martin Barnes, better known as Jim Barnes, was a prominent early 20th-century professional golfer who won multiple major championships, including the inaugural PGA Championship.
  • C. Greg Barnett
    Greg Barnett is an actor known for his role in the 2013 television miniseries "The Bible."
  • D. Larry Barnett
    Larry Barnett is a former Major League Baseball umpire best known for his long career in the American League and his role in several high-profile postseason games.
  • E. Jim Barnhill
    Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
  • 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: Bruce Barnes
Triple: [Left Behind series, mainCharacter, Bruce Barnes]
Generated description
Bruce Barnes is a central Christian pastor-turned-spiritual leader in the apocalyptic "Left Behind" novel series, guiding survivors through the tribulation period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bruce Barnes
Target entity description: Bruce Barnes is a central Christian pastor-turned-spiritual leader in the apocalyptic "Left Behind" novel series, guiding survivors through the tribulation period.
  • A. James Barnes
    James Barnes was a Union Army officer who served as a brigade and division commander in the V Corps during the American Civil War.
  • B. James Martin Barnes
    James Martin Barnes, better known as Jim Barnes, was a prominent early 20th-century professional golfer who won multiple major championships, including the inaugural PGA Championship.
  • C. Greg Barnett
    Greg Barnett is an actor known for his role in the 2013 television miniseries "The Bible."
  • D. Larry Barnett
    Larry Barnett is a former Major League Baseball umpire best known for his long career in the American League and his role in several high-profile postseason games.
  • E. Jim Barnhill
    Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d70d46234081908e147638d0cb7e22 completed April 9, 2026, 2:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69de22848ee881908e9d89f21252ef7d completed April 14, 2026, 11:18 a.m.
NEDg Description generation batch_69de25d25474819081402b75ef7492f6 completed April 14, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69de2808244c8190bdb2d4d49f30e0d7 completed April 14, 2026, 11:42 a.m.
Created at: April 8, 2026, 9:14 p.m.