Triple

T11224969
Position Surface form Disambiguated ID Type / Status
Subject Hazara Motorway E265670 entity
Predicate operator P179 FINISHED
Object National Highway Authority
The National Highway Authority is Pakistan’s federal agency responsible for planning, developing, operating, and maintaining the country’s national highways and motorways network.
 E912482 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 Authority | Statement: [Hazara Motorway, operator, National Highway Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway Authority
Context triple: [Hazara Motorway, operator, National Highway Authority]
  • A. Federal Highway Administration
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • B. Bureau of Highway Operations
    The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
  • C. National Highway Traffic Safety Administration
    The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
  • D. Highways Division
    Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
  • E. Highways Division
    Highways Division is a specialized unit within India’s Ministry of Road Transport and Highways responsible for planning, developing, and maintaining the 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 Authority
Triple: [Hazara Motorway, operator, National Highway Authority]
Generated description
The National Highway Authority is Pakistan’s federal agency responsible for planning, developing, operating, and maintaining the country’s national highways and motorways network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Highway Authority
Target entity description: The National Highway Authority is Pakistan’s federal agency responsible for planning, developing, operating, and maintaining the country’s national highways and motorways network.
  • A. Federal Highway Administration
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • B. Bureau of Highway Operations
    The Bureau of Highway Operations is a division of Connecticut’s state transportation agency responsible for managing, maintaining, and operating the state’s highway system.
  • C. National Highway Traffic Safety Administration
    The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
  • D. Highways Division
    Highways Division is the branch of Hawaii’s state transportation agency responsible for planning, building, and maintaining the islands’ highway and road infrastructure.
  • E. Highways Division
    Highways Division is a specialized unit within India’s Ministry of Road Transport and Highways responsible for planning, developing, and maintaining the 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8ee15d4819087449058addef597 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad269b248190bb72e560e3efc0ce completed April 19, 2026, 10:23 a.m.
NEDg Description generation batch_69e4b12c04e48190ad7546d556a5109f completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b2949c7c8190820b7f1f87e00602 completed April 19, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:30 p.m.