Triple

T6129164
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 27 E136665 entity
Predicate category P87 FINISHED
Object U.S. Highways in Florida
U.S. Highways in Florida are a network of federally designated routes that provide major north–south and east–west road connections across the state, linking cities, rural areas, and neighboring states.
 E571278 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. Highways in Florida | Statement: [U.S. Route 27, category, U.S. Highways 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. Highways in Florida
Context triple: [U.S. Route 27, category, U.S. Highways in Florida]
  • A. U.S. Highways in Alabama
    U.S. Highways in Alabama are a network of federally designated routes that provide major regional and interstate road connections across the state.
  • B. Florida State Highway System
    The Florida State Highway System is the statewide network of numbered state and U.S. highways managed by the Florida Department of Transportation that connects cities, towns, and regions throughout Florida.
  • C. U.S. Highways in Louisiana
    U.S. Highways in Louisiana are a network of federally designated routes that connect major cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
  • D. U.S. Highways in South Carolina
    U.S. Highways in South Carolina are a network of federally designated routes that provide major regional and interstate connections across the state, linking cities, towns, and key economic and tourist areas.
  • E. U.S. Highways in Iowa
    U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
  • 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. Highways in Florida
Target entity description: U.S. Highways in Florida are a network of federally designated routes that provide major north–south and east–west road connections across the state, linking cities, rural areas, and neighboring states.
  • A. U.S. Highways in Alabama
    U.S. Highways in Alabama are a network of federally designated routes that provide major regional and interstate road connections across the state.
  • B. Florida State Highway System
    The Florida State Highway System is the statewide network of numbered state and U.S. highways managed by the Florida Department of Transportation that connects cities, towns, and regions throughout Florida.
  • C. U.S. Highways in Louisiana
    U.S. Highways in Louisiana are a network of federally designated routes that connect major cities, towns, and regions across the state, facilitating both intrastate and interstate travel.
  • D. U.S. Highways in South Carolina
    U.S. Highways in South Carolina are a network of federally designated routes that provide major regional and interstate connections across the state, linking cities, towns, and key economic and tourist areas.
  • E. U.S. Highways in Iowa
    U.S. Highways in Iowa are a network of federally designated routes that traverse the state, connecting major cities, towns, and neighboring states as part of the national U.S. Highway System.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: U.S. Highways in Florida
Triple: [U.S. Route 27, category, U.S. Highways in Florida]
Generated description
U.S. Highways in Florida are a network of federally designated routes that provide major north–south and east–west road connections across the state, linking cities, rural areas, and neighboring states.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c008a0a37c81908e5b4f879158afb3 elicitation completed
NER batch_69c05c4c8570819096dc87f0de2a9887 ner completed
NED1 batch_69c135cabf808190bbc3ba70eb04126f ned_source_triple completed
NED2 batch_69c138f883a08190b6903a7c140abad2 ned_description completed
NEDg batch_69c13887999081908f5e6d6a32ca7906 nedg completed
Created at: March 22, 2026, 4:15 p.m.