Triple

T13727270
Position Surface form Disambiguated ID Type / Status
Subject The Roots Is Comin' E329692 entity
Predicate associatedBandMember P45823 FINISHED
Object Leonard Hubbard E336334 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Leonard Hubbard | Statement: [The Roots Is Comin', associatedBandMember, Leonard Hubbard]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonard Hubbard
Context triple: [The Roots Is Comin', associatedBandMember, Leonard Hubbard]
  • A. Leonard Hubbard chosen
    Leonard Hubbard was an American bassist best known for his long tenure with the hip-hop band The Roots.
  • B. Robert H. Hubbard
    Robert H. Hubbard is an individual notable enough to be recognized as a distinct namesake of the surname Hubbard, though specific widely known achievements or roles are not clearly documented.
  • C. Richard B. Hubbard
    Richard B. Hubbard was a 19th-century American politician who served as Governor of Texas and later as U.S. Minister to Japan.
  • D. Lester Hubbard
    Lester 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 well documented.
  • E. Ralph Hancock
    Ralph Hancock was a prominent Welsh landscape architect best known for creating innovative rooftop gardens in the early 20th century.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d80772315881908f980cae40d91664 elicitation completed
NER batch_69de01f63c1c8190a7d0b84f319aa99b ner completed
NED1 batch_69f7c0dd20348190adfb1712de06088c ned_source_triple completed
Created at: April 9, 2026, 9:55 p.m.