Triple

T22974584
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Florida E571278 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 221 in Florida — 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: U.S. Route 221 in Florida | Statement: [U.S. Highways in Florida, hasRoute, U.S. Route 221 in Florida]

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: U.S. Route 221 in Florida
Context triple: [U.S. Highways in Florida, hasRoute, U.S. Route 221 in Florida]
  • A. U.S. Route 29 in Florida
    U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
  • B. U.S. Route 221 in South Carolina
    U.S. Route 221 in South Carolina is a north–south United States highway that traverses the state, connecting several rural communities and small cities as part of the broader U.S. Highway System.
  • C. U.S. Route 221 in Georgia
    U.S. Route 221 in Georgia is a north–south U.S. Highway that traverses the state’s interior, connecting small towns and regional centers as part of a longer multi-state corridor.
  • D. U.S. Route 17 in Florida
    U.S. Route 17 in Florida is a major north–south U.S. Highway that runs through the state, connecting cities such as Jacksonville, Orlando, and Punta Gorda while serving as an important regional transportation corridor.
  • E. U.S. Route 27 in Florida
    U.S. Route 27 in Florida is a major north–south highway that traverses the state’s interior, connecting South Florida to the Georgia state line while serving numerous inland cities and rural communities.
  • 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: U.S. Route 221 in Florida
Target entity description: U.S. Route 221 in Florida is a north–south United States highway that runs through the northern part of the state, connecting rural communities to major regional routes.
  • A. U.S. Route 29 in Florida
    U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
  • B. U.S. Route 221 in South Carolina
    U.S. Route 221 in South Carolina is a north–south United States highway that traverses the state, connecting several rural communities and small cities as part of the broader U.S. Highway System.
  • C. U.S. Route 221 in Georgia
    U.S. Route 221 in Georgia is a north–south U.S. Highway that traverses the state’s interior, connecting small towns and regional centers as part of a longer multi-state corridor.
  • D. U.S. Route 17 in Florida
    U.S. Route 17 in Florida is a major north–south U.S. Highway that runs through the state, connecting cities such as Jacksonville, Orlando, and Punta Gorda while serving as an important regional transportation corridor.
  • E. U.S. Route 27 in Florida
    U.S. Route 27 in Florida is a major north–south highway that traverses the state’s interior, connecting South Florida to the Georgia state line while serving numerous inland cities and rural communities.
  • F. None of above. chosen

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69e245b2c6548190a0e4c7f2f7df2d48 elicitation completed
NER batch_69f182350b448190a34e5fa0167fd964 ner completed
Created at: April 17, 2026, 3:48 p.m.