Triple

T4438747
Position Surface form Disambiguated ID Type / Status
Subject University of the Punjab E95715 entity
Predicate hasInstitute P186 FINISHED
Object Institute of Chemical Engineering and Technology
The Institute of Chemical Engineering and Technology is a leading academic and research institute specializing in chemical engineering and related disciplines within the University of the Punjab in Pakistan.
 E439929 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: Institute of Chemical Engineering and Technology | Statement: [University of the Punjab, hasInstitute, Institute of Chemical Engineering and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Institute of Chemical Engineering and Technology
Context triple: [University of the Punjab, hasInstitute, Institute of Chemical Engineering and Technology]
  • A. Faculty of Chemical Technology
    The Faculty of Chemical Technology is an academic division of Volgograd State Technical University specializing in education and research in chemical engineering and related technologies.
  • B. Faculty of Chemical Technology
    The Faculty of Chemical Technology is an academic division of Kyiv Polytechnic Institute specializing in education and research in chemical engineering and related technologies.
  • C. Faculty of Chemical Technology
    The Faculty of Chemical Technology is an academic unit of Poznań University of Technology specializing in education and research in chemical engineering and related fields.
  • D. Institute of Chemistry
    The Institute of Chemistry at Nankai University is a specialized research center focused on advancing chemical science through fundamental and applied research, education, and collaboration.
  • E. Institute of Chemistry
    The Institute of Chemistry is a major academic and research unit of Kazan University specializing in chemical sciences and related technologies.
  • 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: Institute of Chemical Engineering and Technology
Triple: [University of the Punjab, hasInstitute, Institute of Chemical Engineering and Technology]
Generated description
The Institute of Chemical Engineering and Technology is a leading academic and research institute specializing in chemical engineering and related disciplines within the University of the Punjab in Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Institute of Chemical Engineering and Technology
Target entity description: The Institute of Chemical Engineering and Technology is a leading academic and research institute specializing in chemical engineering and related disciplines within the University of the Punjab in Pakistan.
  • A. Faculty of Chemical Technology
    The Faculty of Chemical Technology is an academic division of Volgograd State Technical University specializing in education and research in chemical engineering and related technologies.
  • B. Faculty of Chemical Technology
    The Faculty of Chemical Technology is an academic division of Kyiv Polytechnic Institute specializing in education and research in chemical engineering and related technologies.
  • C. Faculty of Chemical Technology
    The Faculty of Chemical Technology is an academic unit of Poznań University of Technology specializing in education and research in chemical engineering and related fields.
  • D. Institute of Chemistry
    The Institute of Chemistry is a major academic and research unit of Kazan University specializing in chemical sciences and related technologies.
  • E. Institute of Chemistry
    The Institute of Chemistry is a major academic and research unit of the University of São Paulo dedicated to advancing chemical sciences through undergraduate and graduate education and scientific research.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355aaa9288190b95d875d343d6ee5 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137b97748190b8ebecaf590baad3 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b615aea38481908ffe37feadeb9a4b completed March 15, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b61601898c81908e108f475f4b35d3 completed March 15, 2026, 2:14 a.m.
Created at: March 12, 2026, 11:31 p.m.