Triple

T2796729
Position Surface form Disambiguated ID Type / Status
Subject Dalbandin E53053 entity
Predicate locatedOnTransportRoute P2409 FINISHED
Object N-40 National Highway
N-40 National Highway is a major road in Pakistan that connects parts of Balochistan, including towns like Dalbandin, to the broader national highway network.
E299460 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-40 National Highway | Statement: [Dalbandin, locatedOnTransportRoute, N-40 National Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: N-40 National Highway
Context triple: [Dalbandin, locatedOnTransportRoute, N-40 National Highway]
  • A. National Highway 44
    National Highway 44 is one of India's longest and most important north–south arterial highways, running from Srinagar in Jammu and Kashmir to Kanyakumari in Tamil Nadu and connecting numerous major cities along its route.
  • B. National Highway 16
    National Highway 16 is a major Indian roadway running along the eastern coast, connecting key cities across multiple states as part of the country's primary highway network.
  • C. 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.
  • D. 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.
  • E. National Highway 2
    National Highway 2 is a major roadway in northern Vietnam that connects Hanoi with several provinces to the northwest, serving as an important route for regional transport 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: N-40 National Highway
Triple: [Dalbandin, locatedOnTransportRoute, N-40 National Highway]
Generated description
N-40 National Highway is a major road in Pakistan that connects parts of Balochistan, including towns like Dalbandin, to the broader national highway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: N-40 National Highway
Target entity description: N-40 National Highway is a major road in Pakistan that connects parts of Balochistan, including towns like Dalbandin, to the broader national highway network.
  • A. National Highway 44
    National Highway 44 is one of India's longest and most important north–south arterial highways, running from Srinagar in Jammu and Kashmir to Kanyakumari in Tamil Nadu and connecting numerous major cities along its route.
  • B. National Highway 16
    National Highway 16 is a major Indian roadway running along the eastern coast, connecting key cities across multiple states as part of the country's primary highway network.
  • C. 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.
  • D. 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.
  • E. National Highway 2
    National Highway 2 is a major roadway in northern Vietnam that connects Hanoi with several provinces to the northwest, serving as an important route for regional transport 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf0f4988190bffc3abab7edbb81 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc6646c2c81908157d8f03cb8376d completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc70a4e008190a846d23e1aa73bb1 completed March 10, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69afc792051c8190b8c95156e5fcfe2f completed March 10, 2026, 7:26 a.m.
Created at: March 6, 2026, 9:58 p.m.