Triple

T2495270
Position Surface form Disambiguated ID Type / Status
Subject University of Peshawar E52139 entity
Predicate hasInstitute P186 FINISHED
Object 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.
 E272908 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 Studies | Statement: [University of Peshawar, hasInstitute, Institute of Management Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Institute of Management Studies
Context triple: [University of Peshawar, hasInstitute, Institute of Management Studies]
  • A. Centre for Management Studies
    The Centre for Management Studies is a business and management education and research institute under Dibrugarh University in Assam, India.
  • 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. Faculty of Management Studies
    The Faculty of Management Studies at Assam University is an academic division specializing in business and management education and research.
  • D. Faculty of Management Studies
    The Faculty of Management Studies is a premier business school in India renowned for its MBA and management programs under the University of Delhi.
  • E. Graduate School of Management
    The Graduate School of Management at the University of California, Davis is a professional school offering MBA and other graduate business programs with a focus on innovation, analytics, and leadership.
  • 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 Studies
Triple: [University of Peshawar, hasInstitute, Institute of Management Studies]
Generated description
The Institute of Management Studies is a business and management education and research institute affiliated with the University of Peshawar in Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Institute of Management Studies
Target entity description: The Institute of Management Studies is a business and management education and research institute affiliated with the University of Peshawar in Pakistan.
  • A. Centre for Management Studies
    The Centre for Management Studies is a business and management education and research institute under Dibrugarh University in Assam, India.
  • 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. Faculty of Management Studies
    The Faculty of Management Studies at Assam University is an academic division specializing in business and management education and research.
  • D. Faculty of Management Studies
    The Faculty of Management Studies is a premier business school in India renowned for its MBA and management programs under the University of Delhi.
  • E. Graduate School of Management
    The Graduate School of Management is a professional graduate school of business and management affiliated with Kyoto University in Japan.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd19541048190b9e39db119c20fe8 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f9608e48190825417943e8c4559 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af20aafd008190ad9fee7c154f8597 completed March 9, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69af2193102c81908f5fe1c899cc1a85 completed March 9, 2026, 7:37 p.m.
Created at: March 6, 2026, 9:45 p.m.