Triple

T12418555
Position Surface form Disambiguated ID Type / Status
Subject Village of Whitefish Bay E296702 entity
Predicate servedByTransit P82 FINISHED
Object Milwaukee County Transit System E270810 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: Milwaukee County Transit System | Statement: [Village of Whitefish Bay, servedByTransit, Milwaukee County Transit System]

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: Milwaukee County Transit System
Context triple: [Village of Whitefish Bay, servedByTransit, Milwaukee County Transit System]
  • A. Milwaukee County Transit System chosen
    Milwaukee County Transit System is the primary public bus network serving Milwaukee County, Wisconsin, providing local and express transit services throughout the Milwaukee metropolitan area.
  • B. Waukesha Metro Transit
    Waukesha Metro Transit is the public bus system serving the city and surrounding areas of Waukesha, Wisconsin.
  • C. Madison Metro
    Madison Metro is the primary public bus transit system serving the city of Madison, Wisconsin and its surrounding communities.
  • D. Manchester Transit Authority
    Manchester Transit Authority is the primary public bus and paratransit service provider for the city of Manchester, New Hampshire and surrounding areas.
  • E. Minnesota Valley Transit Authority
    Minnesota Valley Transit Authority is a public bus agency serving suburban communities in the southern Twin Cities metropolitan area of Minnesota.
  • 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_69d6ada0640c81908c061d7fb3d47786 elicitation completed
NER batch_69d94d6efd748190a5d9396a343e41e1 ner completed
NED1 batch_69f634933b9881909fd592ede7c3e49c ned_source_triple completed
Created at: April 8, 2026, 9:55 p.m.