Triple

T11510464
Position Surface form Disambiguated ID Type / Status
Subject Finance Department Khyber Pakhtunkhwa E272894 entity
Predicate worksWith P398 FINISHED
Object Planning and Development Department Khyber Pakhtunkhwa E272897 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: Planning and Development Department Khyber Pakhtunkhwa | Statement: [Finance Department Khyber Pakhtunkhwa, worksWith, Planning and Development Department Khyber Pakhtunkhwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Planning and Development Department Khyber Pakhtunkhwa
Context triple: [Finance Department Khyber Pakhtunkhwa, worksWith, Planning and Development Department Khyber Pakhtunkhwa]
  • A. Planning and Development Department Khyber Pakhtunkhwa chosen
    The Planning and Development Department Khyber Pakhtunkhwa is the provincial government body responsible for formulating development policies, coordinating public sector projects, and overseeing socio-economic planning in Pakistan’s Khyber Pakhtunkhwa province.
  • B. Health Department Khyber Pakhtunkhwa
    Health Department Khyber Pakhtunkhwa is the provincial government body responsible for planning, regulating, and delivering public health and medical services in Pakistan’s Khyber Pakhtunkhwa province.
  • C. Government of Khyber Pakhtunkhwa
    The Government of Khyber Pakhtunkhwa is the provincial administrative and political authority responsible for governing Pakistan’s Khyber Pakhtunkhwa province, headed by a Chief Minister and a Governor under the framework of the country’s constitution.
  • D. Finance Department Khyber Pakhtunkhwa
    The Finance Department Khyber Pakhtunkhwa is the provincial government body responsible for managing public finances, budgeting, and fiscal policy in Pakistan’s Khyber Pakhtunkhwa province.
  • E. Communication and Works Department Khyber Pakhtunkhwa
    The Communication and Works Department Khyber Pakhtunkhwa is a provincial government body responsible for planning, constructing, and maintaining public infrastructure such as roads and buildings in Pakistan’s Khyber Pakhtunkhwa province.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db65eb081908613a1002c6a4fb4 completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e625055dfc81909a87418a3ed40027 completed April 20, 2026, 1:07 p.m.
Created at: April 8, 2026, 9:36 p.m.