Triple

T9440269

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dera Ghazi Khan	`E227624`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	University of Education Dera Ghazi Khan Campus The University of Education Dera Ghazi Khan Campus is a regional campus of Pakistan’s University of Education that offers teacher education and related degree programs to students in and around Dera Ghazi Khan.	`E799418`	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 Education Dera Ghazi Khan Campus | Statement: [Dera Ghazi Khan, hasEducationalInstitution, University of Education Dera Ghazi Khan Campus]

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

Target entity: University of Education Dera Ghazi Khan Campus
Context triple: [Dera Ghazi Khan, hasEducationalInstitution, University of Education Dera Ghazi Khan Campus]

A. University of Jhang
The University of Jhang is a public higher education institution located in Jhang, Punjab, Pakistan, offering undergraduate and postgraduate programs across various academic disciplines.
B. Shah Abdul Latif University Khairpur
Shah Abdul Latif University Khairpur is a public higher education institution in Sindh, Pakistan, offering undergraduate and postgraduate programs across various disciplines.
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. 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.
E. 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.
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 Education Dera Ghazi Khan Campus
Triple: [Dera Ghazi Khan, hasEducationalInstitution, University of Education Dera Ghazi Khan Campus]

Generated description

The University of Education Dera Ghazi Khan Campus is a regional campus of Pakistan’s University of Education that offers teacher education and related degree programs to students in and around Dera Ghazi Khan.

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

Target entity: University of Education Dera Ghazi Khan Campus
Target entity description: The University of Education Dera Ghazi Khan Campus is a regional campus of Pakistan’s University of Education that offers teacher education and related degree programs to students in and around Dera Ghazi Khan.

A. University of Jhang
The University of Jhang is a public higher education institution located in Jhang, Punjab, Pakistan, offering undergraduate and postgraduate programs across various academic disciplines.
B. Shah Abdul Latif University Khairpur
Shah Abdul Latif University Khairpur is a public higher education institution in Sindh, Pakistan, offering undergraduate and postgraduate programs across various disciplines.
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. 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.
E. 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.
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_69ca843884488190ad6cbe0153088234`	completed	March 30, 2026, 2:10 p.m.
NER	Named-entity recognition	`batch_69cd7ee36f908190826994db91b18466`	completed	April 1, 2026, 8:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1105909248190b3e02a1aa5f06b11`	completed	April 4, 2026, 1:21 p.m.
NEDg	Description generation	`batch_69d111113c5c81909ff654734b211753`	completed	April 4, 2026, 1:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69d111ab40a48190bb77c1cf80ef87a8`	completed	April 4, 2026, 1:27 p.m.

Created at: March 30, 2026, 7:50 p.m.