Triple

T15305041
Position Surface form Disambiguated ID Type / Status
Subject Research and Innovative Technology Administration E365876 entity
Predicate operatedWithin P794 FINISHED
Object United States transportation system E50792 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: United States transportation system | Statement: [Research and Innovative Technology Administration, operatedWithin, United States transportation system]

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: United States transportation system
Context triple: [Research and Innovative Technology Administration, operatedWithin, United States transportation system]
  • A. United States transportation system chosen
    The United States transportation system is the nationwide network of highways, railroads, air routes, waterways, and public transit infrastructure that supports the movement of people and goods across the country.
  • B. North American highway network
    The North American highway network is an extensive, interconnected system of major roads and expressways spanning the United States, Canada, and parts of Mexico, facilitating long-distance travel and trade across the continent.
  • C. Loop transportation system
    The Loop transportation system is The Boring Company’s proposed network of underground tunnels using autonomous electric vehicles to move passengers rapidly and bypass surface traffic congestion.
  • D. Interstate Highway System
    The Interstate Highway System is a nationwide network of controlled-access highways in the United States designed to facilitate high-speed, long-distance travel and commerce.
  • E. Maryland transportation infrastructure
    Maryland transportation infrastructure encompasses the state’s integrated network of highways, public transit systems, rail lines, ports, and airports that support the movement of people and goods throughout the region.
  • 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_69d85a113ee881908e297a1d38dd79fa elicitation completed
NER batch_69e03ccef14c819099c5ebe962e7f867 ner completed
NED1 batch_69fef89d961481909be8dcc2864982c9 ned_source_triple completed
Created at: April 10, 2026, 3:16 a.m.