Triple

T7856575
Position Surface form Disambiguated ID Type / Status
Subject Pir Mehr Ali Shah Arid Agriculture University Rawalpindi E182389 entity
Predicate hasInstitute P186 FINISHED
Object Institute of Management Sciences
The Institute of Management Sciences is a constituent business and management education institute of Pir Mehr Ali Shah Arid Agriculture University in Rawalpindi, Pakistan.
E700837 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 Management Sciences | Statement: [Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, hasInstitute, Institute of Management Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute of Management Sciences
Context triple: [Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, hasInstitute, Institute of Management Sciences]
  • A. Institute of Management Studies
    The Institute of Management Studies is a business and management education and research institute affiliated with the University of Peshawar in Pakistan.
  • B. Judge Institute of Management Studies
    Judge Institute of Management Studies was the original name of what is now Cambridge Judge Business School, the University of Cambridge’s renowned business school offering MBA, master’s, and doctoral programs in management and related fields.
  • C. National Institute of Management
    The National Institute of Management is a higher education institution in Haiti specializing in management and business studies, functioning as a constituent school of the State University of Haiti.
  • D. Royal Institute of Management
    The Royal Institute of Management is Bhutan’s premier public management and administration training institute, responsible for developing the country’s civil service and professional workforce.
  • E. Institute of Administrative Sciences
    The Institute of Administrative Sciences is a key academic unit of the University of the Punjab in Lahore, Pakistan, specializing in public administration, management, and related social science 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: Institute of Management Sciences
Triple: [Pir Mehr Ali Shah Arid Agriculture University Rawalpindi, hasInstitute, Institute of Management Sciences]
Generated description
The Institute of Management Sciences is a constituent business and management education institute of Pir Mehr Ali Shah Arid Agriculture University in Rawalpindi, Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute of Management Sciences
Target entity description: The Institute of Management Sciences is a constituent business and management education institute of Pir Mehr Ali Shah Arid Agriculture University in Rawalpindi, Pakistan.
  • A. Institute of Management Studies
    The Institute of Management Studies is a business and management education and research institute affiliated with the University of Peshawar in Pakistan.
  • B. Judge Institute of Management Studies
    Judge Institute of Management Studies was the original name of what is now Cambridge Judge Business School, the University of Cambridge’s renowned business school offering MBA, master’s, and doctoral programs in management and related fields.
  • C. National Institute of Management
    The National Institute of Management is a higher education institution in Haiti specializing in management and business studies, functioning as a constituent school of the State University of Haiti.
  • D. Royal Institute of Management
    The Royal Institute of Management is Bhutan’s premier public management and administration training institute, responsible for developing the country’s civil service and professional workforce.
  • E. Institute of Administrative Sciences
    The Institute of Administrative Sciences is a key academic unit of the University of the Punjab in Lahore, Pakistan, specializing in public administration, management, and related social science 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_69ca82887fd48190975896bf38c4596b completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a75de548190af5653409a3b3881 completed March 31, 2026, 12:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b2e2980819083369668938bae9c completed March 31, 2026, 5:27 a.m.
NEDg Description generation batch_69cb762fda2c81908ed508e12cabb938 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf706e888190bfd08d9d78945c49 completed March 31, 2026, 12:34 p.m.
Created at: March 30, 2026, 4:52 p.m.