Triple

T2530900
Position Surface form Disambiguated ID Type / Status
Subject Naran E56154 entity
Predicate accessRoute P1985 FINISHED
Object Kaghan–Naran road
Kaghan–Naran road is a scenic mountain highway in Pakistan’s Kaghan Valley that serves as the main route for travelers heading to the town of Naran and surrounding tourist destinations.
E282761 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: Kaghan–Naran road | Statement: [Naran, accessRoute, Kaghan–Naran road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kaghan–Naran road
Context triple: [Naran, accessRoute, Kaghan–Naran road]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Karakoram Highway
    The Karakoram Highway is a high-altitude international road linking Pakistan and China through the Karakoram mountain range, renowned as one of the world’s highest paved routes and a key part of the ancient Silk Road corridor.
  • E. 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.
  • 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: Kaghan–Naran road
Triple: [Naran, accessRoute, Kaghan–Naran road]
Generated description
Kaghan–Naran road is a scenic mountain highway in Pakistan’s Kaghan Valley that serves as the main route for travelers heading to the town of Naran and surrounding tourist destinations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kaghan–Naran road
Target entity description: Kaghan–Naran road is a scenic mountain highway in Pakistan’s Kaghan Valley that serves as the main route for travelers heading to the town of Naran and surrounding tourist destinations.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Karakoram Highway
    The Karakoram Highway is a high-altitude international road linking Pakistan and China through the Karakoram mountain range, renowned as one of the world’s highest paved routes and a key part of the ancient Silk Road corridor.
  • E. 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.
  • 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_69ab4a48e4f081908f1218d244608659 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2781700819091ffc32244d9efe2 completed March 7, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69af906b656081908df9a8b874aaa340 completed March 10, 2026, 3:30 a.m.
NEDg Description generation batch_69af90db69d08190933af04c4392be38 completed March 10, 2026, 3:32 a.m.
NED2 Entity disambiguation (via description) batch_69af914fd3e48190860e2c4bd0a310b6 completed March 10, 2026, 3:34 a.m.
Created at: March 6, 2026, 9:46 p.m.