Triple

T11272268
Position Surface form Disambiguated ID Type / Status
Subject The Black Crowes E266842 entity
Predicate hasNotableFormerMember P1168 FINISHED
Object Bill Dobrow
Bill Dobrow is an American drummer best known for his work with rock bands including a stint with The Black Crowes.
 E916161 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: Bill Dobrow | Statement: [The Black Crowes, hasNotableFormerMember, Bill Dobrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Dobrow
Context triple: [The Black Crowes, hasNotableFormerMember, Bill Dobrow]
  • A. Dale Doback
    Dale Doback is a childish, unemployed middle-aged man who becomes a reluctant stepbrother and comedic foil to Brennan Huff in the film "Step Brothers."
  • B. Robert Doback
    Robert Doback is a fictional character from the comedy film "Step Brothers," known as the mild-mannered father of Nancy Huff and stepfather to Brennan Huff.
  • C. Bill Dusch
    Bill Dusch is an American politician who serves as the mayor of Concord, North Carolina, overseeing the city's local government and community initiatives.
  • D. Bill Darrid
    Bill Darrid was an American actor and producer best known as the husband of Bermudian-American actress Diana Dill and stepfather to actor Michael Douglas.
  • E. Kenneth Biller
    Kenneth Biller is an American television writer and producer best known for his work on series such as "Star Trek: Voyager" and the anthology drama "Genius."
  • 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: Bill Dobrow
Triple: [The Black Crowes, hasNotableFormerMember, Bill Dobrow]
Generated description
Bill Dobrow is an American drummer best known for his work with rock bands including a stint with The Black Crowes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Dobrow
Target entity description: Bill Dobrow is an American drummer best known for his work with rock bands including a stint with The Black Crowes.
  • A. Dale Doback
    Dale Doback is a childish, unemployed middle-aged man who becomes a reluctant stepbrother and comedic foil to Brennan Huff in the film "Step Brothers."
  • B. Robert Doback
    Robert Doback is a fictional character from the comedy film "Step Brothers," known as the mild-mannered father of Nancy Huff and stepfather to Brennan Huff.
  • C. Bill Dusch
    Bill Dusch is an American politician who serves as the mayor of Concord, North Carolina, overseeing the city's local government and community initiatives.
  • D. Bill Darrid
    Bill Darrid was an American actor and producer best known as the husband of Bermudian-American actress Diana Dill and stepfather to actor Michael Douglas.
  • E. Kenneth Biller
    Kenneth Biller is an American television writer and producer best known for his work on series such as "Star Trek: Voyager" and the anthology drama "Genius."
  • 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e965c9048190804ebb48f0a4817b completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f43633948190b86f5603ac50ec47 completed April 19, 2026, 3:26 p.m.
NEDg Description generation batch_69e4f9596e1081908e7b319f77453438 completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff5881b8819080f9662a0c2d486d completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:31 p.m.