Triple

T11641754
Position Surface form Disambiguated ID Type / Status
Subject Malakand Pass E276676 entity
Predicate traversedBy P225 FINISHED
Object Nowshera–Chitral Road
Nowshera–Chitral Road is a major highway in Pakistan’s Khyber Pakhtunkhwa province that connects the town of Nowshera with the mountainous Chitral region through several key passes and valleys.
E957522 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: Nowshera–Chitral Road | Statement: [Malakand Pass, traversedBy, Nowshera–Chitral Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nowshera–Chitral Road
Context triple: [Malakand Pass, traversedBy, Nowshera–Chitral Road]
  • A. Mardan–Nowshera Road
    Mardan–Nowshera Road is a key regional roadway in Khyber Pakhtunkhwa, Pakistan, connecting the cities of Mardan and Nowshera and facilitating local trade and travel.
  • B. 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.
  • C. Skardu Road
    Skardu Road is a high-altitude mountain highway in northern Pakistan that serves as the primary route connecting Skardu to the rest of the country through the Karakoram region.
  • D. Mirpur–Mangla Road
    Mirpur–Mangla Road is a key roadway in the Mirpur–Mangla region of Azad Jammu and Kashmir, Pakistan, providing vital connectivity for local travel and access to the Mangla Dam area.
  • E. 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.
  • 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: Nowshera–Chitral Road
Triple: [Malakand Pass, traversedBy, Nowshera–Chitral Road]
Generated description
Nowshera–Chitral Road is a major highway in Pakistan’s Khyber Pakhtunkhwa province that connects the town of Nowshera with the mountainous Chitral region through several key passes and valleys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nowshera–Chitral Road
Target entity description: Nowshera–Chitral Road is a major highway in Pakistan’s Khyber Pakhtunkhwa province that connects the town of Nowshera with the mountainous Chitral region through several key passes and valleys.
  • A. Mardan–Nowshera Road
    Mardan–Nowshera Road is a key regional roadway in Khyber Pakhtunkhwa, Pakistan, connecting the cities of Mardan and Nowshera and facilitating local trade and travel.
  • B. 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.
  • C. Skardu Road
    Skardu Road is a high-altitude mountain highway in northern Pakistan that serves as the primary route connecting Skardu to the rest of the country through the Karakoram region.
  • D. Mirpur–Mangla Road
    Mirpur–Mangla Road is a key roadway in the Mirpur–Mangla region of Azad Jammu and Kashmir, Pakistan, providing vital connectivity for local travel and access to the Mangla Dam area.
  • E. 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.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a260ab488190ab1c00d9850f3096 completed April 10, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4711f37988190b496640c32c5bc16 completed May 1, 2026, 9:23 a.m.
NEDg Description generation batch_69f47b755f808190acb2fb31473d2405 completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47d8bbae8819088d48b300291ef74 completed May 1, 2026, 10:16 a.m.
Created at: April 8, 2026, 9:39 p.m.