Triple

T2807780

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bannu	`E54094`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	University of Science and Technology Bannu The University of Science and Technology Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs with a focus on science and technology.	`E301510`	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: University of Science and Technology Bannu | Statement: [Bannu, hasUniversity, University of Science and Technology Bannu]

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

Target entity: University of Science and Technology Bannu
Context triple: [Bannu, hasUniversity, University of Science and Technology Bannu]

A. 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.
B. Abdul Wali Khan University Mardan
Abdul Wali Khan University Mardan is a public higher education institution in Pakistan named after the Pashtun nationalist leader Abdul Wali Khan, offering a range of undergraduate and postgraduate programs.
C. 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.
D. University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
E. 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.
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: University of Science and Technology Bannu
Triple: [Bannu, hasUniversity, University of Science and Technology Bannu]

Generated description

The University of Science and Technology Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs with a focus on science and technology.

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

Target entity: University of Science and Technology Bannu
Target entity description: The University of Science and Technology Bannu is a public higher education institution in Bannu, Khyber Pakhtunkhwa, Pakistan, offering undergraduate and postgraduate programs with a focus on science and technology.

A. 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.
B. Abdul Wali Khan University Mardan
Abdul Wali Khan University Mardan is a public higher education institution in Pakistan named after the Pashtun nationalist leader Abdul Wali Khan, offering a range of undergraduate and postgraduate programs.
C. 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.
D. University of Sindh
The University of Sindh is one of Pakistan’s oldest and largest public universities, known for its broad range of academic programs and central role in higher education in the Sindh province.
E. 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.
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_69ab49dcee188190b5c6eca9ae9e3469`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abde2fdcf88190a52e515c166ea8f7`	completed	March 7, 2026, 8:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afce94a8f48190ac8b447f66b7d545`	completed	March 10, 2026, 7:56 a.m.
NEDg	Description generation	`batch_69afcf3aa64081909fe4007d94df48c2`	completed	March 10, 2026, 7:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69afcfe8a140819095daa37d539e4c72`	completed	March 10, 2026, 8:01 a.m.

Created at: March 6, 2026, 9:59 p.m.