Triple

T14043728
Position Surface form Disambiguated ID Type / Status
Subject The Menzingers E337906 entity
Predicate hasMember P10 FINISHED
Object Greg Barnett
Greg Barnett is a guitarist and vocalist best known as a member of the American punk rock band The Menzingers.
E1096231 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: Greg Barnett | Statement: [The Menzingers, hasMember, Greg Barnett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Greg Barnett
Context triple: [The Menzingers, hasMember, Greg Barnett]
  • A. Greg Barnett
    Greg Barnett is an actor known for his role in the 2013 television miniseries "The Bible."
  • B. Craig Barnett
    Craig Barnett is an actor known for his role in the 2001 biographical television film "James Dean."
  • C. 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.
  • D. Brian Bonsall
    Brian Bonsall is an American former child actor best known for playing Andy Keaton on the sitcom "Family Ties."
  • E. Steve Barnett
    Steve Barnett is a veteran music and entertainment executive known for leading major record labels and producing high-profile music-related projects.
  • 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: Greg Barnett
Triple: [The Menzingers, hasMember, Greg Barnett]
Generated description
Greg Barnett is a guitarist and vocalist best known as a member of the American punk rock band The Menzingers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Greg Barnett
Target entity description: Greg Barnett is a guitarist and vocalist best known as a member of the American punk rock band The Menzingers.
  • A. Greg Barnett
    Greg Barnett is an actor known for his role in the 2013 television miniseries "The Bible."
  • B. Craig Barnett
    Craig Barnett is an actor known for his role in the 2001 biographical television film "James Dean."
  • C. 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.
  • D. Brian Bonsall
    Brian Bonsall is an American former child actor best known for playing Andy Keaton on the sitcom "Family Ties."
  • E. Steve Barnett
    Steve Barnett is a veteran music and entertainment executive known for leading major record labels and producing high-profile music-related projects.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de312b94308190bd0961f5bc719c7b completed April 14, 2026, 12:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c255d8c81908bdac0a28718563e completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd503e7b8c8190bd67e5173c3a36b1 completed May 8, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd50cd88748190904ad67a8a20c48c completed May 8, 2026, 2:56 a.m.
Created at: April 9, 2026, 10:20 p.m.