Triple

T6932721
Position Surface form Disambiguated ID Type / Status
Subject Quetta–Kandahar route E160474 entity
Predicate partOf P40 FINISHED
Object Pakistan–Afghanistan transport network
The Pakistan–Afghanistan transport network is a system of cross-border roads and trade corridors linking major cities and economic centers in both countries to facilitate regional connectivity and commerce.
E160474 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: Pakistan–Afghanistan transport network | Statement: [Quetta–Kandahar route, partOf, Pakistan–Afghanistan transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistan–Afghanistan transport network
Context triple: [Quetta–Kandahar route, partOf, Pakistan–Afghanistan transport network]
  • A. 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.
  • B. Quetta–Kandahar route
    The Quetta–Kandahar route is a key transnational transport corridor linking Pakistan’s city of Quetta with Afghanistan’s city of Kandahar, facilitating regional trade and connectivity.
  • 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. China–Pakistan Economic Corridor
    The China–Pakistan Economic Corridor is a major infrastructure and economic development initiative linking western China to Pakistan’s Gwadar Port through a network of roads, railways, and energy projects.
  • E. Pakistan Railways network
    The Pakistan Railways network is the state-owned national railway system of Pakistan, encompassing an extensive web of passenger and freight lines that connect major cities, industrial centers, and border regions across the country.
  • 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: Pakistan–Afghanistan transport network
Triple: [Quetta–Kandahar route, partOf, Pakistan–Afghanistan transport network]
Generated description
The Pakistan–Afghanistan transport network is a system of cross-border roads and trade corridors linking major cities and economic centers in both countries to facilitate regional connectivity and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakistan–Afghanistan transport network
Target entity description: The Pakistan–Afghanistan transport network is a system of cross-border roads and trade corridors linking major cities and economic centers in both countries to facilitate regional connectivity and commerce.
  • A. 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.
  • B. Quetta–Kandahar route chosen
    The Quetta–Kandahar route is a key transnational transport corridor linking Pakistan’s city of Quetta with Afghanistan’s city of Kandahar, facilitating regional trade and connectivity.
  • 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. China–Pakistan Economic Corridor
    The China–Pakistan Economic Corridor is a major infrastructure and economic development initiative linking western China to Pakistan’s Gwadar Port through a network of roads, railways, and energy projects.
  • E. Pakistan Railways network
    The Pakistan Railways network is the state-owned national railway system of Pakistan, encompassing an extensive web of passenger and freight lines that connect major cities, industrial centers, and border regions across the country.
  • F. None of above.

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_69c6884e15208190b9e91487eaafcf85 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da3fa7fc8190a03e7132871a9af4 completed March 27, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7514b0dd8819097a3fa1a38c913f4 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c75280eaa4819089b5e76a817b1330 completed March 28, 2026, 4:01 a.m.
NED2 Entity disambiguation (via description) batch_69c75306e62c8190ba2f4db741bd1ff9 completed March 28, 2026, 4:03 a.m.
Created at: March 27, 2026, 2:27 p.m.