Triple

T13483858
Position Surface form Disambiguated ID Type / Status
Subject Lakki Marwat District E318441 entity
Predicate borderedBy P224 FINISHED
Object Frontier Region Bannu E847929 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: Frontier Region Bannu | Statement: [Lakki Marwat District, borderedBy, Frontier Region Bannu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frontier Region Bannu
Context triple: [Lakki Marwat District, borderedBy, Frontier Region Bannu]
  • A. Frontier Region Bannu chosen
    Frontier Region Bannu was a former federally administered tribal area in northwestern Pakistan that bordered Bannu District and was governed through its adjacent settled district.
  • B. Frontier Region Peshawar
    Frontier Region Peshawar was a former semi-autonomous tribal administrative area in northwestern Pakistan that bordered the city of Peshawar and was governed through the adjacent Khyber Pakhtunkhwa province.
  • C. Frontier Region Kohat
    Frontier Region Kohat was a former semi-autonomous tribal administrative area in northwestern Pakistan that bordered the Kohat District in Khyber Pakhtunkhwa.
  • D. Gojal region
    The Gojal region is a remote, mountainous area in northern Pakistan’s Hunza Valley, known for its dramatic Karakoram landscapes, high-altitude villages, and proximity to the China–Pakistan border.
  • E. Frontier Region Lakki Marwat
    Frontier Region Lakki Marwat was a former Federally Administered Tribal Area (FATA) subdivision in Pakistan located adjacent to Lakki Marwat District in Khyber Pakhtunkhwa.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf3868ec8190a6a1803018d4f2d8 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75481b6f48190b6cd6cef3e8dee20 completed May 3, 2026, 1:58 p.m.
Created at: April 9, 2026, 9:42 p.m.