Triple

T2917125
Position Surface form Disambiguated ID Type / Status
Subject Nawabshah E78632 entity
Predicate roadConnection P385 FINISHED
Object National Highway N-60
National Highway N-60 is a major roadway in Pakistan that serves as an important regional transport route connecting the city of Nawabshah to other parts of the country.
 E319901 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: National Highway N-60 | Statement: [Nawabshah, roadConnection, National Highway N-60]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway N-60
Context triple: [Nawabshah, roadConnection, National Highway N-60]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. National Highway 1A
    National Highway 1A is a major north–south arterial road in Vietnam that connects Hanoi with numerous provinces along the country’s length.
  • E. 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.
  • 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: National Highway N-60
Triple: [Nawabshah, roadConnection, National Highway N-60]
Generated description
National Highway N-60 is a major roadway in Pakistan that serves as an important regional transport route connecting the city of Nawabshah to other parts of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Highway N-60
Target entity description: National Highway N-60 is a major roadway in Pakistan that serves as an important regional transport route connecting the city of Nawabshah to other parts of the country.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. National Highway 1A
    National Highway 1A is a major north–south arterial road in Vietnam that connects Hanoi with numerous provinces along the country’s length.
  • E. 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.
  • 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_69ad8b0c2ad081909ff87050ae542bb9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad96a2bdd88190aa01c26a27f9afbd completed March 8, 2026, 3:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1de8b9378819084861d65dd2b9528 completed March 11, 2026, 9:28 p.m.
NEDg Description generation batch_69b1df4acf2881908e969fe0512721bc completed March 11, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69b1dff55d5881909b14239a4232e617 completed March 11, 2026, 9:34 p.m.
Created at: March 8, 2026, 2:53 p.m.