Triple

T11510846

Position	Surface form	Disambiguated ID	Type / Status
Subject	Provincial Civil Service of Khyber Pakhtunkhwa	`E272903`	entity
Predicate	supervisedBy	`P86`	FINISHED
Object	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.	`E930507`	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: Establishment Department Khyber Pakhtunkhwa | Statement: [Provincial Civil Service of Khyber Pakhtunkhwa, supervisedBy, Establishment Department Khyber Pakhtunkhwa]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Establishment Department Khyber Pakhtunkhwa
Context triple: [Provincial Civil Service of Khyber Pakhtunkhwa, supervisedBy, Establishment Department Khyber Pakhtunkhwa]

A. 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.
B. 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.
C. 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.
D. Education Department Khyber Pakhtunkhwa
The Education Department Khyber Pakhtunkhwa is the provincial government body responsible for overseeing and managing the education system, policies, and institutions in Pakistan’s Khyber Pakhtunkhwa province.
E. 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.
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: Establishment Department Khyber Pakhtunkhwa
Triple: [Provincial Civil Service of Khyber Pakhtunkhwa, supervisedBy, Establishment Department Khyber Pakhtunkhwa]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Establishment Department Khyber Pakhtunkhwa
Target entity description: 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.

A. 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.
B. 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.
C. 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.
D. Education Department Khyber Pakhtunkhwa
The Education Department Khyber Pakhtunkhwa is the provincial government body responsible for overseeing and managing the education system, policies, and institutions in Pakistan’s Khyber Pakhtunkhwa province.
E. 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.
F. None of above. chosen

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.