Triple

T11510601
Position Surface form Disambiguated ID Type / Status
Subject Planning and Development Department Khyber Pakhtunkhwa E272897 entity
Predicate oversees P46 FINISHED
Object Public Sector Development Programme of Khyber Pakhtunkhwa
The Public Sector Development Programme of Khyber Pakhtunkhwa is the provincial government’s main investment and development portfolio, funding infrastructure and social sector projects to promote economic growth and public welfare in the region.
E272897 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: Public Sector Development Programme of Khyber Pakhtunkhwa | Statement: [Planning and Development Department Khyber Pakhtunkhwa, oversees, Public Sector Development Programme of Khyber Pakhtunkhwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Sector Development Programme of Khyber Pakhtunkhwa
Context triple: [Planning and Development Department Khyber Pakhtunkhwa, oversees, Public Sector Development Programme of Khyber Pakhtunkhwa]
  • A. Planning and Development Department Khyber Pakhtunkhwa
    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. Provincial Finance Commissions of Pakistan
    Provincial Finance Commissions of Pakistan are provincial-level bodies that determine the distribution of financial resources from provincial governments to local governments within each province.
  • C. Planning Commission of Pakistan
    The Planning Commission of Pakistan is a key federal institution responsible for formulating the country’s development plans, economic policies, and long-term growth strategies.
  • D. 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.
  • E. 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.
  • 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: Public Sector Development Programme of Khyber Pakhtunkhwa
Triple: [Planning and Development Department Khyber Pakhtunkhwa, oversees, Public Sector Development Programme of Khyber Pakhtunkhwa]
Generated description
The Public Sector Development Programme of Khyber Pakhtunkhwa is the provincial government’s main investment and development portfolio, funding infrastructure and social sector projects to promote economic growth and public welfare in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Sector Development Programme of Khyber Pakhtunkhwa
Target entity description: The Public Sector Development Programme of Khyber Pakhtunkhwa is the provincial government’s main investment and development portfolio, funding infrastructure and social sector projects to promote economic growth and public welfare in the region.
  • 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. Provincial Finance Commissions of Pakistan
    Provincial Finance Commissions of Pakistan are provincial-level bodies that determine the distribution of financial resources from provincial governments to local governments within each province.
  • C. Planning Commission of Pakistan
    The Planning Commission of Pakistan is a key federal institution responsible for formulating the country’s development plans, economic policies, and long-term growth strategies.
  • D. 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.
  • E. 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.
  • F. None of above.

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_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.
NEDg Description generation batch_69e62cf44018819094818f11ac653763 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e674c3a98c8190b32dc6879cb3a5f9 completed April 20, 2026, 6:47 p.m.
Created at: April 8, 2026, 9:36 p.m.