Triple

T7759648
Position Surface form Disambiguated ID Type / Status
Subject Ocala E175983 entity
Predicate transportation P230 FINISHED
Object U.S. Route 441 passes through Ocala E180270 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: U.S. Route 441 passes through Ocala | Statement: [Ocala, transportation, U.S. Route 441 passes through Ocala]

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: U.S. Route 441 passes through Ocala
Context triple: [Ocala, transportation, U.S. Route 441 passes through Ocala]
  • A. U.S. Route 441 in Florida chosen
    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 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • D. U.S. Route 41 in Georgia
    U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
  • E. 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.
  • 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_69c69962923c8190ac74d28b4f9fe0a0 elicitation completed
NER batch_69c703de43d08190ac28bc17cd3e5ffa ner completed
NED1 batch_69c8c7d2be488190bad1026b76fd0cd3 ned_source_triple completed
Created at: March 27, 2026, 4:09 p.m.