Triple

T11510611
Position Surface form Disambiguated ID Type / Status
Subject Planning and Development Department Khyber Pakhtunkhwa E272897 entity
Predicate usesInstrument P933 FINISHED
Object Annual Development Programme of Khyber Pakhtunkhwa
The Annual Development Programme of Khyber Pakhtunkhwa is the province’s primary public investment plan that allocates funds to development projects and schemes across sectors such as infrastructure, education, health, and social services.
E272894 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: Annual Development Programme of Khyber Pakhtunkhwa | Statement: [Planning and Development Department Khyber Pakhtunkhwa, usesInstrument, Annual Development Programme of Khyber Pakhtunkhwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Annual Development Programme of Khyber Pakhtunkhwa
Context triple: [Planning and Development Department Khyber Pakhtunkhwa, usesInstrument, Annual 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. 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.
  • C. Establishment Department Khyber Pakhtunkhwa
    The Establishment Department Khyber Pakhtunkhwa is a key provincial government body responsible for managing civil service affairs, including appointments, postings, and administrative policies in the Khyber Pakhtunkhwa province of Pakistan.
  • 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. 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.
  • 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: Annual Development Programme of Khyber Pakhtunkhwa
Triple: [Planning and Development Department Khyber Pakhtunkhwa, usesInstrument, Annual Development Programme of Khyber Pakhtunkhwa]
Generated description
The Annual Development Programme of Khyber Pakhtunkhwa is the province’s primary public investment plan that allocates funds to development projects and schemes across sectors such as infrastructure, education, health, and social services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Annual Development Programme of Khyber Pakhtunkhwa
Target entity description: The Annual Development Programme of Khyber Pakhtunkhwa is the province’s primary public investment plan that allocates funds to development projects and schemes across sectors such as infrastructure, education, health, and social services.
  • 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. 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.
  • C. Establishment Department Khyber Pakhtunkhwa
    The Establishment Department Khyber Pakhtunkhwa is a key provincial government body responsible for managing civil service affairs, including appointments, postings, and administrative policies in the Khyber Pakhtunkhwa province of Pakistan.
  • D. Finance Department Khyber Pakhtunkhwa chosen
    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. 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.
  • 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_69e6852a23688190a3fe8e5508435661 completed April 20, 2026, 7:57 p.m.
NEDg Description generation batch_69e68ce8d7988190a0dd3abe5f2afc97 completed April 20, 2026, 8:30 p.m.
NED2 Entity disambiguation (via description) batch_69e6b7a31b4081909b06bc9b6d0a1617 completed April 20, 2026, 11:32 p.m.
Created at: April 8, 2026, 9:36 p.m.