Triple

T7218378
Position Surface form Disambiguated ID Type / Status
Subject The Fabulous Thunderbirds E150192 entity
Predicate memberOf P10 FINISHED
Object Preston Hubbard
Preston Hubbard was an American bass guitarist best known for his work in blues and roots rock, including his tenure with The Fabulous Thunderbirds.
 E649628 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: Preston Hubbard | Statement: [The Fabulous Thunderbirds, memberOf, Preston Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Preston Hubbard
Context triple: [The Fabulous Thunderbirds, memberOf, Preston Hubbard]
  • A. John Requa
    John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
  • B. Leon Janney
    Leon Janney was an American actor known for his work in film, radio, and television from the 1930s through the 1970s.
  • C. John Culberson
    John Culberson is an American Republican politician and attorney who represented Texas in the U.S. House of Representatives from 2001 to 2019.
  • D. Robert Pera
    Robert Pera is an American technology entrepreneur and billionaire best known as the founder and CEO of Ubiquiti Networks and the principal owner of the NBA’s Memphis Grizzlies.
  • E. H. Lee Peterson
    H. Lee Peterson is a film editor best known for his work on major animated features, including Disney’s 1992 classic "Aladdin."
  • 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: Preston Hubbard
Triple: [The Fabulous Thunderbirds, memberOf, Preston Hubbard]
Generated description
Preston Hubbard was an American bass guitarist best known for his work in blues and roots rock, including his tenure with The Fabulous Thunderbirds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Preston Hubbard
Target entity description: Preston Hubbard was an American bass guitarist best known for his work in blues and roots rock, including his tenure with The Fabulous Thunderbirds.
  • A. John Requa
    John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
  • B. Leon Janney
    Leon Janney was an American actor known for his work in film, radio, and television from the 1930s through the 1970s.
  • C. John Culberson
    John Culberson is an American Republican politician and attorney who represented Texas in the U.S. House of Representatives from 2001 to 2019.
  • D. Robert Pera
    Robert Pera is an American technology entrepreneur and billionaire best known as the founder and CEO of Ubiquiti Networks and the principal owner of the NBA’s Memphis Grizzlies.
  • E. H. Lee Peterson
    H. Lee Peterson is a film editor best known for his work on major animated features, including Disney’s 1992 classic "Aladdin."
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b045c48190b27b2d6f7c11026f completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc014fb88190818e12b7abe90c0a completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7ccf3cd4c8190babc9e0e6b9f4371 completed March 28, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd5cedd88190b72df89b068c4483 completed March 28, 2026, 12:45 p.m.
Created at: March 27, 2026, 2:53 p.m.