Triple

T20634909
Position Surface form Disambiguated ID Type / Status
Subject Saltillo, Coahuila, Mexico E507050 entity
Predicate isConnectedByHighway P385 FINISHED
Object Mexican Federal Highway 40 — 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: Mexican Federal Highway 40 | Statement: [Saltillo, Coahuila, Mexico, isConnectedByHighway, Mexican Federal Highway 40]

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: Mexican Federal Highway 40
Context triple: [Saltillo, Coahuila, Mexico, isConnectedByHighway, Mexican Federal Highway 40]
  • A. Mexican Federal Highway 40 chosen
    Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.
  • B. Mexican Federal Highway 49
    Mexican Federal Highway 49 is a major north–south roadway in Mexico that connects several states in the north-central region and links important cities and transport corridors.
  • C. Mexican Federal Highway 80
    Mexican Federal Highway 80 is a major east–west roadway in Mexico that connects several central and western states, linking important cities such as San Luis Potosí with the Pacific coast.
  • D. Mexican Federal Highway 40D
    Mexican Federal Highway 40D is a major tolled expressway in Mexico that provides a faster, safer, and more modern alternative route parallel to Federal Highway 40, particularly across the mountainous Durango–Mazatlán corridor.
  • E. Mexican Federal Highway 14
    Mexican Federal Highway 14 is a major federal roadway in Mexico that connects key cities in Michoacán, including Uruapan, facilitating regional travel and commerce.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: isConnectedByHighway
Context triple: [Saltillo, Coahuila, Mexico, isConnectedByHighway, Mexican Federal Highway 40]
  • A. connectsToHighway
    Indicates that one location, road, or route has a direct access point or linkage to a highway.
  • B. hasMajorHighway chosen
    Indicates that a location or area is served by or directly connected to a major highway route.
  • C. isLocatedOnHighway
    Indicates that one entity is situated along, adjacent to, or directly accessible from a specific highway.
  • D. isPartOfHighwaySystem
    Indicates that something belongs to, or is included within, a designated highway system.
  • E. isIntercityHighway
    Indicates that a given road segment functions as a highway connecting different cities or urban areas.
  • F. None of above.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69e0b4bd4a0081908d4e97a590a33fb2 elicitation completed
NER batch_69e6ad0e5fc481909e4f0dd7fb1203fc ner completed
PD batch_69e5a0155bd48190b3c769a12cc2c83d pd completed
Created at: April 16, 2026, 11:42 a.m.