Triple

T2880295
Position Surface form Disambiguated ID Type / Status
Subject Port Qasim E56979 entity
Predicate connectedTo P37 FINISHED
Object 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.
E308112 NE FINISHED

How this triple was built (4 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 Highway Network of Pakistan | Statement: [Port Qasim, connectedTo, National Highway Network of Pakistan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway Network of Pakistan
Context triple: [Port Qasim, connectedTo, National Highway Network of Pakistan]
  • A. Islamabad Highway
    Islamabad Highway is a major arterial road in Islamabad, Pakistan, connecting the city center with surrounding areas and serving as a key route to the Islamabad International Airport and other regional highways.
  • B. Peshawar–Jalalabad road
    The Peshawar–Jalalabad road is a major transnational route connecting Pakistan’s Khyber Pakhtunkhwa province with eastern Afghanistan through the historic Khyber Pass.
  • C. Hindu Kush road network
    The Hindu Kush road network is a system of high-altitude routes and passes that traverse the rugged Hindu Kush mountains, linking remote valleys and facilitating travel and trade between regions of Afghanistan and Pakistan.
  • D. Hazara Motorway
    Hazara Motorway is a major controlled-access highway in northern Pakistan that connects key cities in the Hazara region and forms part of the country’s strategic north–south transport corridor.
  • E. Mardan Bypass
    Mardan Bypass is a major roadway built to divert through-traffic around the city of Mardan in Pakistan, easing congestion in the urban center.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National Highway Network of Pakistan
Triple: [Port Qasim, connectedTo, National Highway Network of Pakistan]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway Network of Pakistan
Target entity description: 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.
  • A. Islamabad Highway
    Islamabad Highway is a major arterial road in Islamabad, Pakistan, connecting the city center with surrounding areas and serving as a key route to the Islamabad International Airport and other regional highways.
  • B. Peshawar–Jalalabad road
    The Peshawar–Jalalabad road is a major transnational route connecting Pakistan’s Khyber Pakhtunkhwa province with eastern Afghanistan through the historic Khyber Pass.
  • C. Hindu Kush road network
    The Hindu Kush road network is a system of high-altitude routes and passes that traverse the rugged Hindu Kush mountains, linking remote valleys and facilitating travel and trade between regions of Afghanistan and Pakistan.
  • D. Hazara Motorway
    Hazara Motorway is a major controlled-access highway in northern Pakistan that connects key cities in the Hazara region and forms part of the country’s strategic north–south transport corridor.
  • E. Mardan Bypass
    Mardan Bypass is a major roadway built to divert through-traffic around the city of Mardan in Pakistan, easing congestion in the urban center.
  • F. None of above. chosen

Provenance (5 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_69ab4a4ced288190ab6d3e062d10f7f6 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abe0296be081908070bd48fe4fc926 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0315d7cf8819093884c14562ce43f completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b03424dacc81908e587cc6b7122149 completed March 10, 2026, 3:09 p.m.
NED2 Entity disambiguation (via description) batch_69b03ab8c7308190aef7a476c82f1915 completed March 10, 2026, 3:37 p.m.
Created at: March 6, 2026, 10:03 p.m.