Triple

T10178909

Position	Surface form	Disambiguated ID	Type / Status
Subject	Twenty-fifth Amendment to the Constitution of Pakistan	`E235929`	entity
Predicate	category	`P87`	FINISHED
Object	Politics of Khyber Pakhtunkhwa Politics of Khyber Pakhtunkhwa encompasses the governmental structures, party dynamics, and policy issues shaping governance and public life in Pakistan’s northwestern province bordering Afghanistan.	`E52138`	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: Politics of Khyber Pakhtunkhwa | Statement: [Twenty-fifth Amendment to the Constitution of Pakistan, category, Politics of Khyber Pakhtunkhwa]

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

Target entity: Politics of Khyber Pakhtunkhwa
Context triple: [Twenty-fifth Amendment to the Constitution of Pakistan, category, Politics of 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. Khyber Pakhtunkhwa Assembly
The Khyber Pakhtunkhwa Assembly is the unicameral provincial parliament responsible for making laws and overseeing the government in Pakistan’s Khyber Pakhtunkhwa province.
C. Cabinet of Khyber Pakhtunkhwa
The Cabinet of Khyber Pakhtunkhwa is the chief decision-making body of the provincial government in Pakistan’s Khyber Pakhtunkhwa province, composed of the chief minister and appointed ministers who oversee various government departments and policies.
D. Government of Balochistan
The Government of Balochistan is the provincial governing authority responsible for administering Pakistan’s Balochistan province, including its districts such as Nasirabad.
E. Provincial Assembly of Balochistan
The Provincial Assembly of Balochistan is the unicameral elected legislative body responsible for making laws and overseeing the provincial government in Pakistan’s Balochistan 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: Politics of Khyber Pakhtunkhwa
Triple: [Twenty-fifth Amendment to the Constitution of Pakistan, category, Politics of Khyber Pakhtunkhwa]

Generated description

Politics of Khyber Pakhtunkhwa encompasses the governmental structures, party dynamics, and policy issues shaping governance and public life in Pakistan’s northwestern province bordering Afghanistan.

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

Target entity: Politics of Khyber Pakhtunkhwa
Target entity description: Politics of Khyber Pakhtunkhwa encompasses the governmental structures, party dynamics, and policy issues shaping governance and public life in Pakistan’s northwestern province bordering Afghanistan.

A. Government of Khyber Pakhtunkhwa chosen
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. Khyber Pakhtunkhwa Assembly
The Khyber Pakhtunkhwa Assembly is the unicameral provincial parliament responsible for making laws and overseeing the government in Pakistan’s Khyber Pakhtunkhwa province.
C. Cabinet of Khyber Pakhtunkhwa
The Cabinet of Khyber Pakhtunkhwa is the chief decision-making body of the provincial government in Pakistan’s Khyber Pakhtunkhwa province, composed of the chief minister and appointed ministers who oversee various government departments and policies.
D. Government of Balochistan
The Government of Balochistan is the provincial governing authority responsible for administering Pakistan’s Balochistan province, including its districts such as Nasirabad.
E. Provincial Assembly of Balochistan
The Provincial Assembly of Balochistan is the unicameral elected legislative body responsible for making laws and overseeing the provincial government in Pakistan’s Balochistan 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_69ca84d1d5f88190ab878a1021ecff68`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cdecd620808190892c6e3074500280`	completed	April 2, 2026, 4:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d3012d11488190a410d389034da887`	completed	April 6, 2026, 12:41 a.m.
NEDg	Description generation	`batch_69d30256ee40819098569b37eb27d3d1`	completed	April 6, 2026, 12:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69d302d248e08190b6b7bae9343b6f9a`	completed	April 6, 2026, 12:48 a.m.

Created at: March 30, 2026, 9:11 p.m.