Triple

T22974586
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Florida E571278 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 441 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 441 Business in Florida | Statement: [U.S. Highways in Florida, hasRoute, U.S. Route 441 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 441 Business in Florida
Context triple: [U.S. Highways in Florida, hasRoute, U.S. Route 441 Business in Florida]
  • A. U.S. Route 441 in Florida
    U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
  • B. U.S. Route 41 in Florida
    U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.
  • C. U.S. Route 301 in Florida
    U.S. Route 301 in Florida is a major north–south highway that traverses the state’s interior, linking rural communities and regional centers while serving as an important alternative to the interstate system.
  • D. U.S. Route 441 Business
    U.S. Route 441 Business is a business loop of U.S. Route 441 that serves local traffic and commercial areas in and around Banks County, Georgia.
  • E. 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.
  • 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 441 Business in Florida
Target entity description: 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.
  • A. U.S. Route 441 in Florida
    U.S. Route 441 in Florida is a major north–south U.S. Highway that runs inland through central and northern Florida, connecting cities such as Miami, Orlando, and Gainesville.
  • B. U.S. Route 41 in Florida
    U.S. Route 41 in Florida is a major north–south U.S. Highway that runs from the southern tip of the state near Miami through the Everglades and several Gulf Coast cities before continuing north toward Georgia.
  • C. U.S. Route 301 in Florida
    U.S. Route 301 in Florida is a major north–south highway that traverses the state’s interior, linking rural communities and regional centers while serving as an important alternative to the interstate system.
  • D. U.S. Route 441 Business
    U.S. Route 441 Business is a business loop of U.S. Route 441 that serves local traffic and commercial areas in and around Banks County, Georgia.
  • E. 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.
  • 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.