Triple

T10909169
Position Surface form Disambiguated ID Type / Status
Subject Machachi E257647 entity
Predicate hasTransportConnection P845 FINISHED
Object Pan-American Highway E2745 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: Pan-American Highway | Statement: [Machachi, hasTransportConnection, Pan-American Highway]

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: Pan-American Highway
Context triple: [Machachi, hasTransportConnection, Pan-American Highway]
  • A. Pan-American Highway chosen
    The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
  • B. Inter-American Highway
    The Inter-American Highway is a major network of roads in Central America that forms a key segment of the larger Pan-American Highway system, connecting the United States–Mexico border to Panama.
  • C. Trans-Panama Highway
    The Trans-Panama Highway is a major roadway that spans the width of Panama, linking its coasts and integrating into the broader Pan-American Highway network.
  • D. Transpeninsular Highway
    The Transpeninsular Highway is the main north–south roadway running the length of Mexico’s Baja California Peninsula, connecting numerous towns and cities along its route.
  • E. Mexican Federal Highway 40
    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.
  • 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_69d6aa8550c8819095508a2ed9acf3db elicitation completed
NER batch_69d77068e5488190bbc881ebf51d6b2e ner completed
NED1 batch_69e1554fc61c8190a0354e2f24cb62e4 ned_source_triple completed
Created at: April 8, 2026, 9:22 p.m.