Triple

T3849253
Position Surface form Disambiguated ID Type / Status
Subject China–Pakistan Economic Corridor E85249 entity
Predicate includes P1393 FINISHED
Object 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.
E392775 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: Sukkur–Multan Motorway | Statement: [China–Pakistan Economic Corridor, includes, Sukkur–Multan Motorway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sukkur–Multan Motorway
Context triple: [China–Pakistan Economic Corridor, includes, Sukkur–Multan Motorway]
  • A. Karachi–Hyderabad Motorway
    The Karachi–Hyderabad Motorway is a major controlled-access highway in Pakistan that forms a key segment of the route linking the port city of Karachi with the interior of Sindh and the rest of the country.
  • B. 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.
  • C. 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.
  • D. Peshawar–Charsadda Road
    Peshawar–Charsadda Road is a major regional roadway in Khyber Pakhtunkhwa, Pakistan, linking the city of Peshawar with the nearby town of Charsadda and serving as an important commuter and trade route.
  • 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: Sukkur–Multan Motorway
Triple: [China–Pakistan Economic Corridor, includes, Sukkur–Multan Motorway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sukkur–Multan Motorway
Target entity description: 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.
  • A. Karachi–Hyderabad Motorway
    The Karachi–Hyderabad Motorway is a major controlled-access highway in Pakistan that forms a key segment of the route linking the port city of Karachi with the interior of Sindh and the rest of the country.
  • B. 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.
  • C. 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.
  • D. Peshawar–Charsadda Road
    Peshawar–Charsadda Road is a major regional roadway in Khyber Pakhtunkhwa, Pakistan, linking the city of Peshawar with the nearby town of Charsadda and serving as an important commuter and trade route.
  • 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_69aed936de1c81908f91bed80f70abb2 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeebcde86081908cf3840ae002acfa completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b504172d58819089d19f5cb7b803ec completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b504f32da48190a561cc72f0c4e827 completed March 14, 2026, 6:49 a.m.
NED2 Entity disambiguation (via description) batch_69b5064192a48190a0f95dee872437e0 completed March 14, 2026, 6:54 a.m.
Created at: March 9, 2026, 3:19 p.m.