Triple

T8186051
Position Surface form Disambiguated ID Type / Status
Subject N-95 (Swat) Highway E191185 entity
Predicate partOf P40 FINISHED
Object National Highways of Pakistan E308112 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
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: National Highways of Pakistan | Statement: [N-95 (Swat) Highway, partOf, National Highways of Pakistan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highways of Pakistan
Context triple: [N-95 (Swat) Highway, partOf, National Highways of Pakistan]
  • A. National Highway Network of Pakistan chosen
    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.
  • B. Pakistan Motorway Network
    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.
  • C. N-5 National Highway (Pakistan)
    N-5 National Highway (Pakistan) is the country’s longest and most important north–south road corridor, linking major cities from Karachi to Peshawar and serving as a key artery for trade and transport.
  • D. 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.
  • E. Lahore–Jhang road
    The Lahore–Jhang road is a significant regional highway in Pakistan that connects the city of Lahore with Jhang, passing through towns such as Rabwah.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82c5b6948190a583c096fb0a6c71 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4c52407c8190bd366fce6d4e02cd completed March 31, 2026, 4:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf9a0e24819098f1693e78dc7445 completed April 1, 2026, 6:47 a.m.
Created at: March 30, 2026, 5:41 p.m.