Triple

T4438745
Position Surface form Disambiguated ID Type / Status
Subject University of the Punjab E95715 entity
Predicate hasInstitute P186 FINISHED
Object 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.
E439928 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 Administrative Sciences | Statement: [University of the Punjab, hasInstitute, Institute of Administrative Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute of Administrative Sciences
Context triple: [University of the Punjab, hasInstitute, Institute of Administrative Sciences]
  • A. Institute of Policy Sciences and Public Affairs
    The Institute of Policy Sciences and Public Affairs, now known as the Sanford School of Public Policy, was a pioneering public policy institute at Duke University focused on training leaders and conducting research in domestic and international policy.
  • B. Faculty of Public Administration
    The Faculty of Public Administration is a division of Moscow State University specializing in the education and research of public policy, governance, and administrative management.
  • C. National Academy of Public Administration
    The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.
  • D. School of Public Administration
    The School of Public Administration is an academic unit of Zhongnan University of Economics and Law specializing in education and research on public management, public policy, and related administrative sciences.
  • E. Higher Institute for Administrative Development
    The Higher Institute for Administrative Development is a specialized graduate institution of Damascus University focused on training professionals in management and public administration.
  • 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 Administrative Sciences
Triple: [University of the Punjab, hasInstitute, Institute of Administrative Sciences]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute of Administrative Sciences
Target entity description: 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.
  • A. Institute of Policy Sciences and Public Affairs
    The Institute of Policy Sciences and Public Affairs, now known as the Sanford School of Public Policy, was a pioneering public policy institute at Duke University focused on training leaders and conducting research in domestic and international policy.
  • B. Faculty of Public Administration
    The Faculty of Public Administration is a division of Moscow State University specializing in the education and research of public policy, governance, and administrative management.
  • C. National Academy of Public Administration
    The National Academy of Public Administration is an independent, nonpartisan organization in the United States that provides expert advice and analysis to improve government management and public policy.
  • D. School of Public Administration
    The School of Public Administration is an academic unit of Zhongnan University of Economics and Law specializing in education and research on public management, public policy, and related administrative sciences.
  • E. Higher Institute for Administrative Development
    The Higher Institute for Administrative Development is a specialized graduate institution of Damascus University focused on training professionals in management and public administration.
  • 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.