Triple

T20409591
Position Surface form Disambiguated ID Type / Status
Subject Mamouna E500553 entity
Predicate hasContributor P4244 FINISHED
Object Neil Hubbard NE NERFINISHED

How this triple was built (2 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: Neil Hubbard | Statement: [Mamouna, hasContributor, Neil Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neil Hubbard
Context triple: [Mamouna, hasContributor, Neil Hubbard]
  • A. Neil Hubbard chosen
    Neil Hubbard is a British guitarist best known for his work with bands like Kokomo and for his extensive session and touring contributions to rock, pop, and soul recordings.
  • B. Anthony Hubbard
    Anthony Hubbard is the fictional FBI Special Agent in Charge portrayed by Denzel Washington in the 1998 action-thriller film "The Siege."
  • C. Brian Hibbard
    Brian Hibbard was a Welsh actor and singer best known as the lead vocalist of the a cappella group The Flying Pickets and for numerous roles in British television and film.
  • D. Don Hughes
    Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
  • E. Warren Hubbard
    Warren Hubbard is an individual notable enough to be recognized as a bearer of the surname Hubbard, though specific widely known biographical details about him are not clearly established.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0b4a935588190b9446a99b37ced44 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67a3e0c1c8190be39d7f09c839dfa completed April 20, 2026, 7:10 p.m.
Created at: April 16, 2026, 11:29 a.m.