Triple

T2807736
Position Surface form Disambiguated ID Type / Status
Subject Mardan E54093 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object 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.
E306204 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: Mardan Bypass | Statement: [Mardan, hasTransportInfrastructure, Mardan Bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mardan Bypass
Context triple: [Mardan, hasTransportInfrastructure, Mardan Bypass]
  • A. 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.
  • B. N-95 (Swat) highway
    N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
  • C. 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.
  • D. Quetta–Taftan Highway
    The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
  • E. 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.
  • 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: Mardan Bypass
Triple: [Mardan, hasTransportInfrastructure, Mardan Bypass]
Generated description
Mardan Bypass is a major roadway built to divert through-traffic around the city of Mardan in Pakistan, easing congestion in the urban center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mardan Bypass
Target entity description: Mardan Bypass is a major roadway built to divert through-traffic around the city of Mardan in Pakistan, easing congestion in the urban center.
  • A. 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.
  • B. N-95 (Swat) highway
    N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
  • C. 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.
  • D. Quetta–Taftan Highway
    The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
  • E. 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.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde2fdcf88190a52e515c166ea8f7 completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01d64629481909da4c7b4f6c96c44 completed March 10, 2026, 1:32 p.m.
NEDg Description generation batch_69b0224541d481909dfad465b7e950da completed March 10, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_69b022f16c3881908bf8acf9d0d54d2b completed March 10, 2026, 1:56 p.m.
Created at: March 6, 2026, 9:59 p.m.