Triple

T12606632
Position Surface form Disambiguated ID Type / Status
Subject Topi E300995 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
Ghulam Ishaq Khan Institute of Engineering Sciences and Technology is a leading private engineering and technology university in Pakistan, renowned for its rigorous academics and strong focus on research and innovation.
E995883 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: Ghulam Ishaq Khan Institute of Engineering Sciences and Technology | Statement: [Topi, hasEducationalInstitution, Ghulam Ishaq Khan Institute of Engineering Sciences and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
Context triple: [Topi, hasEducationalInstitution, Ghulam Ishaq Khan Institute of Engineering Sciences and 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. Islamia University of Bahawalpur
    Islamia University of Bahawalpur is a major public research university in Bahawalpur, known for serving the higher education needs of Southern Punjab, Pakistan across a wide range of academic disciplines.
  • D. National University of Sciences and Technology (NUST)
    The National University of Sciences and Technology (NUST) is a leading Pakistani public research university renowned for its programs in engineering, technology, and applied sciences, with strong ties to the country’s defense and industrial sectors.
  • E. 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.
  • 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: Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
Triple: [Topi, hasEducationalInstitution, Ghulam Ishaq Khan Institute of Engineering Sciences and Technology]
Generated description
Ghulam Ishaq Khan Institute of Engineering Sciences and Technology is a leading private engineering and technology university in Pakistan, renowned for its rigorous academics and strong focus on research and innovation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
Target entity description: Ghulam Ishaq Khan Institute of Engineering Sciences and Technology is a leading private engineering and technology university in Pakistan, renowned for its rigorous academics and strong focus on research and innovation.
  • 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. Islamia University of Bahawalpur
    Islamia University of Bahawalpur is a major public research university in Bahawalpur, known for serving the higher education needs of Southern Punjab, Pakistan across a wide range of academic disciplines.
  • D. National University of Sciences and Technology (NUST)
    The National University of Sciences and Technology (NUST) is a leading Pakistani public research university renowned for its programs in engineering, technology, and applied sciences, with strong ties to the country’s defense and industrial sectors.
  • E. 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.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954e7f2dc8190a42cab7a0e5ea7f3 completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66869c0b08190b13bcebbe354cd98 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f66a602f088190984fa3381b5be944 completed May 2, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69f66b18e68881908bf79ab52bcc909e completed May 2, 2026, 9:22 p.m.
Created at: April 9, 2026, 5:11 p.m.