Triple

T22974598
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Florida E571278 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 92 Business 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 92 Business in Florida | Statement: [U.S. Highways in Florida, hasRoute, U.S. Route 92 Business 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 92 Business in Florida
Context triple: [U.S. Highways in Florida, hasRoute, U.S. Route 92 Business in Florida]
  • A. U.S. Route 92 in DeLand, Florida
    U.S. Route 92 in DeLand, Florida is a major east–west highway corridor that serves as one of the primary commercial and transportation routes through the city.
  • B. U.S. Route 19 in Florida
    U.S. Route 19 in Florida is a major north–south U.S. Highway that runs along the state's Gulf Coast, connecting the Tampa Bay area with the Florida Panhandle and serving as a key corridor for regional travel and commerce.
  • C. 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.
  • D. U.S. Route 441 Business in Florida
    U.S. Route 441 Business in Florida is a designated business loop of U.S. Route 441 that directs traffic through local city or town centers rather than bypassing them.
  • E. U.S. Route 98 in Florida
    U.S. Route 98 in Florida is a major east–west and north–south highway that spans the state’s Gulf Coast and interior, connecting numerous cities and serving as an important regional transportation corridor.
  • 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 92 Business in Florida
Target entity description: U.S. Route 92 Business in Florida is a designated business loop of U.S. Route 92 that directs traffic through local commercial and downtown areas rather than bypassing them.
  • A. U.S. Route 92 in DeLand, Florida
    U.S. Route 92 in DeLand, Florida is a major east–west highway corridor that serves as one of the primary commercial and transportation routes through the city.
  • B. U.S. Route 19 in Florida
    U.S. Route 19 in Florida is a major north–south U.S. Highway that runs along the state's Gulf Coast, connecting the Tampa Bay area with the Florida Panhandle and serving as a key corridor for regional travel and commerce.
  • C. 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.
  • D. U.S. Route 441 Business in Florida
    U.S. Route 441 Business in Florida is a designated business loop of U.S. Route 441 that directs traffic through local city or town centers rather than bypassing them.
  • E. U.S. Route 98 in Florida
    U.S. Route 98 in Florida is a major east–west and north–south highway that spans the state’s Gulf Coast and interior, connecting numerous cities and serving as an important regional transportation corridor.
  • 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.