Triple

T6525982
Position Surface form Disambiguated ID Type / Status
Subject Bartolomeo Cristofori E151302 entity
Predicate placeOfEmployment P1527 FINISHED
Object Florence E26762 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: Florence | Statement: [Bartolomeo Cristofori, placeOfEmployment, Florence]

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: Florence
Context triple: [Bartolomeo Cristofori, placeOfEmployment, Florence]
  • A. Florence
    Florence is the birth name of Elizabeth Arden, the pioneering Canadian-American businesswoman who founded the iconic Elizabeth Arden cosmetics brand.
  • B. Florence chosen
    Florence is a historic Italian city renowned as the cradle of the Renaissance, celebrated for its art, architecture, and cultural influence.
  • C. Florence
    Florence is a city in northwestern Alabama known as part of the Muscle Shoals metropolitan area and for its rich musical and cultural heritage.
  • D. Florence
    Florence is a small coastal city in western Oregon known for its scenic beaches, sand dunes, and historic Old Town along the Siuslaw River.
  • E. Florence
    Florence is a feminine given name of Latin origin, historically associated with the meaning "prosperous" or "flourishing" and borne by numerous notable figures and places.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: placeOfEmployment
Context triple: [Bartolomeo Cristofori, placeOfEmployment, Florence]
  • A. locationOfWork chosen
    Indicates the place or site where an entity performs its work or carries out its professional activities.
  • B. employerIn
    Indicates that one entity serves as the employer of another within a specified context, such as a location, organization, or time period.
  • C. parentEmployer
    Indicates that one organization is the direct or higher-level employer of another organization or entity.
  • D. formerEmployer
    Indicates that one entity previously employed the other but no longer does so.
  • E. workPosition
    Indicates the specific job role or position that an entity holds within an organization or workplace.
  • F. None of above.

Provenance (4 batches)

Stage Batch ID Job type Status
creating batch_69c687f522748190b3058405553cdabd elicitation completed
NER batch_69c6ada77b448190b6e0e07494fb4dd3 ner completed
NED1 batch_69c6d5271b7c8190a602f6ec72efe04c ned_source_triple completed
PD batch_69c68abbc7148190a8270d47fe10cc31 pd completed
Created at: March 27, 2026, 1:45 p.m.