Triple

T14219899
Position Surface form Disambiguated ID Type / Status
Subject Livingston County, Michigan E352460 entity
Predicate hasTownship P22464 FINISHED
Object Hamburg Township, Michigan E703065 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: Hamburg Township, Michigan | Statement: [Livingston County, Michigan, hasTownship, Hamburg Township, Michigan]

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: Hamburg Township, Michigan
Context triple: [Livingston County, Michigan, hasTownship, Hamburg Township, Michigan]
  • A. Hamburg Township, Michigan chosen
    Hamburg Township, Michigan is a largely residential community in Livingston County known for its numerous lakes, parks, and recreational access to the Huron River in southeastern Michigan.
  • B. Humboldt Township, Michigan
    Humboldt Township, Michigan is a small civil township located in Marquette County in Michigan's Upper Peninsula, known for its rural character and forested, lake-dotted landscape.
  • C. Hartford Township, Michigan
    Hartford Township, Michigan is a small civil township in Van Buren County in the southwestern part of the state, situated within the broader Kalamazoo-Portage metropolitan region.
  • D. Houghton Township, Michigan
    Houghton Township, Michigan is a small, sparsely populated civil township located on the Keweenaw Peninsula in the Upper Peninsula of Michigan, known for its remote wilderness and Lake Superior shoreline.
  • E. Homestead Township, Michigan
    Homestead Township, Michigan is a rural civil township in Benzie County known for its small communities, natural landscapes, and proximity to outdoor recreation areas in northwestern Michigan.
  • 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_69d8278a06e481908b5d6af0a8afe737 elicitation completed
NER batch_69de6213801c8190a47705cd890b9ae7 ner completed
NED1 batch_69fd6d77e8dc8190b90f3505960e549e ned_source_triple completed
Created at: April 10, 2026, 1:06 a.m.