Triple

T2495283

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Peshawar	`E52139`	entity
Predicate	hasLibrary	`P35`	FINISHED
Object	Central Library University of Peshawar Central Library University of Peshawar is the main academic library of the University of Peshawar, serving as a key resource center for students, faculty, and researchers with extensive collections and study facilities.	`E272920`	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: Central Library University of Peshawar | Statement: [University of Peshawar, hasLibrary, Central Library University of Peshawar]

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

Target entity: Central Library University of Peshawar
Context triple: [University of Peshawar, hasLibrary, Central Library University of Peshawar]

A. University of Peshawar
The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
B. Peshawar main campus
Peshawar main campus is the principal campus and administrative hub of the University of Engineering and Technology Peshawar, offering its core engineering and technology programs.
C. University of Balochistan
The University of Balochistan is a public higher education and research institution serving as the principal university of Pakistan’s Balochistan province.
D. University of Engineering and Technology Peshawar
The University of Engineering and Technology Peshawar is a leading public engineering and technology university in Pakistan, renowned for its programs in engineering, computer science, and related disciplines.
E. Government College, Lahore
Government College, Lahore is one of Pakistan’s oldest and most prestigious higher education institutions, renowned for its rigorous academics and influential alumni across politics, literature, and science.
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: Central Library University of Peshawar
Triple: [University of Peshawar, hasLibrary, Central Library University of Peshawar]

Generated description

Central Library University of Peshawar is the main academic library of the University of Peshawar, serving as a key resource center for students, faculty, and researchers with extensive collections and study facilities.

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

Target entity: Central Library University of Peshawar
Target entity description: Central Library University of Peshawar is the main academic library of the University of Peshawar, serving as a key resource center for students, faculty, and researchers with extensive collections and study facilities.

A. University of Peshawar
The University of Peshawar is a major public research and teaching institution located in Peshawar, Pakistan, known as one of the oldest and most prominent universities in the Khyber Pakhtunkhwa region.
B. Peshawar main campus
Peshawar main campus is the principal campus and administrative hub of the University of Engineering and Technology Peshawar, offering its core engineering and technology programs.
C. University of Balochistan
The University of Balochistan is a public higher education and research institution serving as the principal university of Pakistan’s Balochistan province.
D. University of Engineering and Technology Peshawar
The University of Engineering and Technology Peshawar is a leading public engineering and technology university in Pakistan, renowned for its programs in engineering, computer science, and related disciplines.
E. Government College, Lahore
Government College, Lahore is one of Pakistan’s oldest and most prestigious higher education institutions, renowned for its rigorous academics and influential alumni across politics, literature, and science.
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_69ab4955111c8190835bf619adec21ff`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abd19541048190b9e39db119c20fe8`	completed	March 7, 2026, 7:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af1f9608e48190825417943e8c4559`	completed	March 9, 2026, 7:29 p.m.
NEDg	Description generation	`batch_69af20aafd008190ad9fee7c154f8597`	completed	March 9, 2026, 7:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69af2193102c81908f5fe1c899cc1a85`	completed	March 9, 2026, 7:37 p.m.

Created at: March 6, 2026, 9:45 p.m.