Triple

T10142897
Position Surface form Disambiguated ID Type / Status
Subject Rahim Yar Khan E231628 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Khawaja Fareed University of Engineering and Information Technology
Khawaja Fareed University of Engineering and Information Technology is a public higher education institution in Pakistan specializing in engineering, information technology, and related applied sciences.
E844604 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: Khawaja Fareed University of Engineering and Information Technology | Statement: [Rahim Yar Khan, hasEducationalInstitution, Khawaja Fareed University of Engineering and Information Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khawaja Fareed University of Engineering and Information Technology
Context triple: [Rahim Yar Khan, hasEducationalInstitution, Khawaja Fareed University of Engineering and Information Technology]
  • A. Quaid-e-Awam University of Engineering, Science and Technology
    Quaid-e-Awam University of Engineering, Science and Technology is a public engineering and science university located in Nawabshah, Sindh, Pakistan, known for its programs in engineering, technology, and applied sciences.
  • B. University of Engineering and Technology, Lahore
    The University of Engineering and Technology, Lahore is one of Pakistan’s oldest and most prestigious public engineering universities, renowned for its rigorous programs in engineering, technology, and applied sciences.
  • C. Balochistan University of Information Technology, Engineering and Management Sciences
    Balochistan University of Information Technology, Engineering and Management Sciences is a public research university in Pakistan specializing in information technology, engineering, and management education.
  • D. National University of Science and Technology (NUST)
    The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.
  • E. Karachi University of Business and Technology
    Karachi University of Business and Technology is a private higher education institution in Karachi, Pakistan, offering undergraduate and graduate programs in business, management, and related fields.
  • 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: Khawaja Fareed University of Engineering and Information Technology
Triple: [Rahim Yar Khan, hasEducationalInstitution, Khawaja Fareed University of Engineering and Information Technology]
Generated description
Khawaja Fareed University of Engineering and Information Technology is a public higher education institution in Pakistan specializing in engineering, information technology, and related applied sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khawaja Fareed University of Engineering and Information Technology
Target entity description: Khawaja Fareed University of Engineering and Information Technology is a public higher education institution in Pakistan specializing in engineering, information technology, and related applied sciences.
  • A. Quaid-e-Awam University of Engineering, Science and Technology
    Quaid-e-Awam University of Engineering, Science and Technology is a public engineering and science university located in Nawabshah, Sindh, Pakistan, known for its programs in engineering, technology, and applied sciences.
  • B. University of Engineering and Technology, Lahore
    The University of Engineering and Technology, Lahore is one of Pakistan’s oldest and most prestigious public engineering universities, renowned for its rigorous programs in engineering, technology, and applied sciences.
  • C. Balochistan University of Information Technology, Engineering and Management Sciences
    Balochistan University of Information Technology, Engineering and Management Sciences is a public research university in Pakistan specializing in information technology, engineering, and management education.
  • D. National University of Science and Technology (NUST)
    The National University of Science and Technology (NUST) is a leading Zimbabwean public university renowned for its focus on science, technology, engineering, and innovation.
  • E. Karachi University of Business and Technology
    Karachi University of Business and Technology is a private higher education institution in Karachi, Pakistan, offering undergraduate and graduate programs in business, management, and related fields.
  • 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_69ca848364f881908a24366a6feec1db completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdeb273fec8190818707167e031d58 completed April 2, 2026, 4:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e60e51488190a6097837eb3ce18a completed April 5, 2026, 10:45 p.m.
NEDg Description generation batch_69d2ea2b0c2c8190ad96980673f182c1 completed April 5, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69d2ea7fe7948190baa7ffcfe5c399dd completed April 5, 2026, 11:04 p.m.
Created at: March 30, 2026, 9:07 p.m.