Triple

T14967476
Position Surface form Disambiguated ID Type / Status
Subject Karachi–Hyderabad Motorway E373228 entity
Predicate partOf P40 FINISHED
Object Pakistan motorway network E700825 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: Pakistan motorway network | Statement: [Karachi–Hyderabad Motorway, partOf, Pakistan motorway network]

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: Pakistan motorway network
Context triple: [Karachi–Hyderabad Motorway, partOf, Pakistan motorway network]
  • A. Pakistan Motorway Network chosen
    The Pakistan Motorway Network is an extensive system of high-speed, access-controlled highways that connects major cities and regions across Pakistan to facilitate efficient long-distance travel and trade.
  • B. National Highway Network of Pakistan
    The National Highway Network of Pakistan is the country’s primary system of major roads and highways that links key ports, cities, and regions to support national transport and trade.
  • C. Sukkur–Multan Motorway
    The Sukkur–Multan Motorway is a major controlled-access highway in Pakistan that forms a key north–south transportation link and a flagship infrastructure project under the China–Pakistan Economic Corridor.
  • D. Peshawar–Islamabad Motorway
    The Peshawar–Islamabad Motorway is a major controlled-access highway in Pakistan that links the city of Peshawar with the capital Islamabad, forming a key segment of the country’s national motorway network.
  • E. Peshawar Ring Road
    Peshawar Ring Road is a major arterial roadway encircling the city of Peshawar in Pakistan, designed to ease urban congestion and connect key highways and local routes.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad elicitation completed
NER batch_69ded6e44cb0819096e09f8026ef8174 ner completed
NED1 batch_69fe8be4b0a88190989022108a58370d ned_source_triple completed
Created at: April 10, 2026, 2:48 a.m.