Triple

T22013184
Position Surface form Disambiguated ID Type / Status
Subject The Hi-Fives E543629 entity
Predicate hasFormerMember P1168 FINISHED
Object Gary Zag NE NERFINISHED

How this triple was built (3 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: Gary Zag | Statement: [The Hi-Fives, hasFormerMember, Gary Zag]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary Zag
Context triple: [The Hi-Fives, hasFormerMember, Gary Zag]
  • A. Gary Pine
    Gary Pine is a Jamaican reggae singer best known internationally for his work with Shaggy and as the featured vocalist on Bob Sinclar’s hit dance track “Love Generation.”
  • B. Greg Rzab
    Greg Rzab is an American blues and rock bassist known for his work with artists such as Buddy Guy and the Black Crowes.
  • C. Gary Grooberson
    Gary Grooberson is a seismologist and summer school teacher who becomes entangled with ghostly events and the legacy of the original Ghostbusters in the film "Ghostbusters: Afterlife."
  • D. Gary Glenn
    Gary Glenn is an American conservative politician and activist known for his work with the American Family Association of Michigan and his service in the Michigan House of Representatives.
  • E. Gary Melius
    Gary Melius is an American real estate developer best known for owning and extensively restoring Oheka Castle, a historic Gold Coast mansion on Long Island.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary Zag
Target entity description: Gary Zag is a musician best known for having played in the American pop-punk band The Hi-Fives.
  • A. Gary Pine
    Gary Pine is a Jamaican reggae singer best known internationally for his work with Shaggy and as the featured vocalist on Bob Sinclar’s hit dance track “Love Generation.”
  • B. Greg Rzab
    Greg Rzab is an American blues and rock bassist known for his work with artists such as Buddy Guy and the Black Crowes.
  • C. Gary Grooberson
    Gary Grooberson is a seismologist and summer school teacher who becomes entangled with ghostly events and the legacy of the original Ghostbusters in the film "Ghostbusters: Afterlife."
  • D. Gary Glenn
    Gary Glenn is an American conservative politician and activist known for his work with the American Family Association of Michigan and his service in the Michigan House of Representatives.
  • E. Gary Melius
    Gary Melius is an American real estate developer best known for owning and extensively restoring Oheka Castle, a historic Gold Coast mansion on Long Island.
  • F. None of above. chosen

Provenance (2 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a5e624819082ed5beeb4bc82fa completed April 28, 2026, 9:33 p.m.
Created at: April 16, 2026, 8:22 p.m.