Triple

T6022782
Position Surface form Disambiguated ID Type / Status
Subject Megadeth E134102 entity
Predicate formerMember P1168 FINISHED
Object Chuck Behler
Chuck Behler is an American drummer best known for his tenure with the thrash metal band Megadeth in the late 1980s.
E565704 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: Chuck Behler | Statement: [Megadeth, formerMember, Chuck Behler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuck Behler
Context triple: [Megadeth, formerMember, Chuck Behler]
  • A. Greg Behrendt
    Greg Behrendt is an American stand-up comedian and author best known for co-writing the relationship advice book "He's Just Not That Into You."
  • B. Greg Beeman
    Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
  • C. James Baer
    James Baer is one of the children of former world heavyweight boxing champion and actor Max Baer Sr.
  • D. Guy Hecker
    Guy Hecker was a 19th-century Major League Baseball pitcher and occasional first baseman known for his standout seasons in the American Association, including winning pitching Triple Crowns and excelling as a hitter.
  • E. Marc Behm
    Marc Behm was an American novelist and screenwriter best known for his work on suspenseful, offbeat stories, including the screenplay for the classic film "Charade."
  • 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: Chuck Behler
Triple: [Megadeth, formerMember, Chuck Behler]
Generated description
Chuck Behler is an American drummer best known for his tenure with the thrash metal band Megadeth in the late 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuck Behler
Target entity description: Chuck Behler is an American drummer best known for his tenure with the thrash metal band Megadeth in the late 1980s.
  • A. Greg Behrendt
    Greg Behrendt is an American stand-up comedian and author best known for co-writing the relationship advice book "He's Just Not That Into You."
  • B. Greg Beeman
    Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
  • C. James Baer
    James Baer is one of the children of former world heavyweight boxing champion and actor Max Baer Sr.
  • D. Guy Hecker
    Guy Hecker was a 19th-century Major League Baseball pitcher and occasional first baseman known for his standout seasons in the American Association, including winning pitching Triple Crowns and excelling as a hitter.
  • E. Marc Behm
    Marc Behm was an American novelist and screenwriter best known for his work on suspenseful, offbeat stories, including the screenplay for the classic film "Charade."
  • 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_69c008742a5c8190b9cb9c2787a3d8b3 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04fbd7978819085d683578bc62aa3 completed March 22, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11ce9ea008190bc9056ee1822fd0f completed March 23, 2026, 10:58 a.m.
NEDg Description generation batch_69c11d91ddec819088e0c3988a4ba5b4 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e2da4408190a0b32a2712cb77df completed March 23, 2026, 11:04 a.m.
Created at: March 22, 2026, 4:07 p.m.