Triple

T20816160
Position Surface form Disambiguated ID Type / Status
Subject Hobomok E512443 entity
Predicate publisher P29 FINISHED
Object Cummings, Hilliard & Company NE NERFINISHED

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: Cummings, Hilliard & Company | Statement: [Hobomok, publisher, Cummings, Hilliard & Company]

Disambiguation candidates (2 decisions)

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: Cummings, Hilliard & Company
Context triple: [Hobomok, publisher, Cummings, Hilliard & Company]
  • A. Hilliard, Gray & Co.
    Hilliard, Gray & Co. was a 19th-century Boston-based publishing firm known for issuing notable American literary works, including Nathaniel Hawthorne’s "Twice-Told Tales."
  • B. Briggs & Young
    Briggs & Young is a music production duo best known for producing the compilation album "Greatest Hits."
  • C. Hamlin, Hamlin & McGill
    Hamlin, Hamlin & McGill is a prominent Albuquerque law firm featured in the television series "Better Call Saul," known for employing key characters including Chuck and Jimmy McGill.
  • D. Hemstock & Jennings
    Hemstock & Jennings are a British trance music duo known for their melodic productions and collaborations within the global electronic dance music scene.
  • E. Miller, Orton & Mulligan
    Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
  • 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: Cummings, Hilliard & Company
Target entity description: Cummings, Hilliard & Company was a 19th-century American publishing firm known for issuing early works of New England literature.
  • A. Hilliard, Gray & Co.
    Hilliard, Gray & Co. was a 19th-century Boston-based publishing firm known for issuing notable American literary works, including Nathaniel Hawthorne’s "Twice-Told Tales."
  • B. Briggs & Young
    Briggs & Young is a music production duo best known for producing the compilation album "Greatest Hits."
  • C. Hamlin, Hamlin & McGill
    Hamlin, Hamlin & McGill is a prominent Albuquerque law firm featured in the television series "Better Call Saul," known for employing key characters including Chuck and Jimmy McGill.
  • D. Hemstock & Jennings
    Hemstock & Jennings are a British trance music duo known for their melodic productions and collaborations within the global electronic dance music scene.
  • E. Miller, Orton & Mulligan
    Miller, Orton & Mulligan was a 19th-century American publishing firm known for issuing significant works of abolitionist and reform literature.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69e0b4cd25088190b48ca9700cd24efc elicitation completed
NER batch_69e6c2f3473c81908c43a2ec242b1acd ner completed
Created at: April 16, 2026, 12:41 p.m.