Triple

T12718038
Position Surface form Disambiguated ID Type / Status
Subject Malir Cantonment E303898 entity
Predicate roadConnection P385 FINISHED
Object National Highway N-5 E188187 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 N-5 | Statement: [Malir Cantonment, roadConnection, National Highway N-5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway N-5
Context triple: [Malir Cantonment, roadConnection, National Highway N-5]
  • A. National Highway N-5 chosen
    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 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-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.
  • D. 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.
  • E. N-5 National Highway
    N-5 National Highway is Pakistan’s longest and most important north–south roadway, connecting Karachi with major cities across the country.
  • 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9625d9da48190ab377f9328a0e1f5 completed April 10, 2026, 8:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0dace788190bf2663984801f38c completed May 3, 2026, 3:28 a.m.
Created at: April 9, 2026, 5:23 p.m.