Triple

T12881749
Position Surface form Disambiguated ID Type / Status
Subject National Highway Network of Pakistan E308112 entity
Predicate maintainedBy P86 FINISHED
Object National Highway Authority E912482 NE FINISHED

How this triple was built (2 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: [National Highway Network of Pakistan, maintainedBy, National Highway Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway Authority
Context triple: [National Highway Network of Pakistan, maintainedBy, National Highway Authority]
  • A. National Highway Authority chosen
    The National Highway Authority is Pakistan’s federal agency responsible for planning, developing, operating, and maintaining the country’s national highways and motorways network.
  • B. 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.
  • C. 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.
  • D. Highway Department
    The Highway Department is a local government agency responsible for maintaining and repairing roads and related infrastructure within Hanover Township.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fd15888190baf90fc30f2a3e25 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a55393a88190a88c9357a6db5aec completed May 3, 2026, 1:30 a.m.
Created at: April 9, 2026, 5:39 p.m.