Triple

T17166512
Position Surface form Disambiguated ID Type / Status
Subject Korn E416625 entity
Predicate formerMember P1168 FINISHED
Object Zac Baird
Zac Baird is an American keyboardist and musician best known for touring and recording with the nu metal band Korn and working with various rock and alternative artists.
E1256660 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: Zac Baird | Statement: [Korn, formerMember, Zac Baird]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zac Baird
Context triple: [Korn, formerMember, Zac Baird]
  • A. Zac Maloy
    Zac Maloy is an American songwriter and record producer known for his work with rock and pop artists, including bands like The Nixons and various mainstream acts.
  • B. Aidan Barclay
    Aidan Barclay is a British businessman and media executive, known for his role in managing the Barclay family’s business interests, including major publishing and retail assets.
  • C. Zac Ives
    Zac Ives is an American music industry figure best known as a co-founder of the influential independent label Goner Records, central to the Memphis garage rock and punk scene.
  • D. Bryce Zabel
    Bryce Zabel is an American television producer, writer, and showrunner known for his work on science fiction and genre series such as "Dark Skies" and "The Crow: Stairway to Heaven."
  • E. Zach de Beer
    Zach de Beer was a South African liberal politician, businessman, and anti-apartheid activist who led several opposition parties and later served as a diplomat.
  • 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: Zac Baird
Triple: [Korn, formerMember, Zac Baird]
Generated description
Zac Baird is an American keyboardist and musician best known for touring and recording with the nu metal band Korn and working with various rock and alternative artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zac Baird
Target entity description: Zac Baird is an American keyboardist and musician best known for touring and recording with the nu metal band Korn and working with various rock and alternative artists.
  • A. Zac Maloy
    Zac Maloy is an American songwriter and record producer known for his work with rock and pop artists, including bands like The Nixons and various mainstream acts.
  • B. Aidan Barclay
    Aidan Barclay is a British businessman and media executive, known for his role in managing the Barclay family’s business interests, including major publishing and retail assets.
  • C. Zac Ives
    Zac Ives is an American music industry figure best known as a co-founder of the influential independent label Goner Records, central to the Memphis garage rock and punk scene.
  • D. Bryce Zabel
    Bryce Zabel is an American television producer, writer, and showrunner known for his work on science fiction and genre series such as "Dark Skies" and "The Crow: Stairway to Heaven."
  • E. Zach de Beer
    Zach de Beer was a South African liberal politician, businessman, and anti-apartheid activist who led several opposition parties and later served as a diplomat.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f915622c8190a6dff0baf0288a62 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a015fc687788190864fa3922a31184d completed May 11, 2026, 4:49 a.m.
NEDg Description generation batch_6a016273bf6c81909c7ed36501fc7fa9 completed May 11, 2026, 5 a.m.
NED2 Entity disambiguation (via description) batch_6a016317d9488190942ddf875a230eb1 completed May 11, 2026, 5:03 a.m.
Created at: April 10, 2026, 5:37 a.m.