Triple

T1598569
Position Surface form Disambiguated ID Type / Status
Subject Mingora E34338 entity
Predicate roadConnection P385 FINISHED
Object 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.
E191185 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: N-95 (Swat) highway | Statement: [Mingora, roadConnection, N-95 (Swat) highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: N-95 (Swat) highway
Context triple: [Mingora, roadConnection, N-95 (Swat) highway]
  • A. 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.
  • B. Kukum Highway
    Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
  • C. Araniko Highway
    Araniko Highway is a major roadway in Nepal that links Kathmandu with the Chinese border, serving as an important trade and transit route between the two countries.
  • D. National Highway 35
    National Highway 35 is a major roadway in India that forms part of the national highway network, facilitating regional connectivity and transport.
  • E. National Highway N-5
    National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
  • 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: N-95 (Swat) highway
Triple: [Mingora, roadConnection, N-95 (Swat) highway]
Generated description
N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: N-95 (Swat) highway
Target entity description: N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
  • A. 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.
  • B. Kukum Highway
    Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
  • C. Araniko Highway
    Araniko Highway is a major roadway in Nepal that links Kathmandu with the Chinese border, serving as an important trade and transit route between the two countries.
  • D. National Highway 35
    National Highway 35 is a major roadway in India that forms part of the national highway network, facilitating regional connectivity and transport.
  • E. National Highway N-5
    National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
  • 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_69a885fdcb9c819081ce6f0b8cd477dd completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90948ddb08190a6fc0597198a7946 completed March 5, 2026, 4:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad797d8c68819093fb2bcae0a08698 completed March 8, 2026, 1:28 p.m.
NEDg Description generation batch_69ad7a854a68819094cffb51a6b148b9 completed March 8, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ad7b3fec8881908bd440e22f01b507 completed March 8, 2026, 1:36 p.m.
Created at: March 4, 2026, 7:27 p.m.