Triple

T15485933
Position Surface form Disambiguated ID Type / Status
Subject Sukkur District E377046 entity
Predicate roadNetworkNodeOn P18987 FINISHED
Object National Highway N-65
National Highway N-65 is a major roadway in Pakistan that connects key cities across Sindh and Balochistan, serving as an important route for regional transport and trade.
E1161660 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-65 | Statement: [Sukkur District, roadNetworkNodeOn, National Highway N-65]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway N-65
Context triple: [Sukkur District, roadNetworkNodeOn, National Highway N-65]
  • A. 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.
  • B. National Highway N-55
    National Highway N-55, also known as the Indus Highway, is a major north–south route in Pakistan that runs roughly parallel to the Indus River and connects numerous cities across the country.
  • C. National Highway N-70
    National Highway N-70 is a major roadway in Pakistan that links the city of Dera Ghazi Khan with other key regions in the country’s transport network.
  • D. National Highway N-45
    National Highway N-45 is a major road in Pakistan that connects key towns in Khyber Pakhtunkhwa and Chitral, providing vital access through the mountainous northwestern region.
  • 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: National Highway N-65
Triple: [Sukkur District, roadNetworkNodeOn, National Highway N-65]
Generated description
National Highway N-65 is a major roadway in Pakistan that connects key cities across Sindh and Balochistan, serving as an important route for regional transport and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway N-65
Target entity description: National Highway N-65 is a major roadway in Pakistan that connects key cities across Sindh and Balochistan, serving as an important route for regional transport and trade.
  • A. 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.
  • B. National Highway N-55
    National Highway N-55, also known as the Indus Highway, is a major north–south route in Pakistan that runs roughly parallel to the Indus River and connects numerous cities across the country.
  • C. National Highway N-70
    National Highway N-70 is a major roadway in Pakistan that links the city of Dera Ghazi Khan with other key regions in the country’s transport network.
  • D. National Highway N-45
    National Highway N-45 is a major road in Pakistan that connects key towns in Khyber Pakhtunkhwa and Chitral, providing vital access through the mountainous northwestern region.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8f71a08190a440ff19dcc65312 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d4661088190bb53161247effcc4 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3e5643088190a9b001ef815ddd3a completed May 9, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff3f4456f88190b7fc9b853b0155e4 completed May 9, 2026, 2:05 p.m.
Created at: April 10, 2026, 3:46 a.m.