Triple

T7571303
Position Surface form Disambiguated ID Type / Status
Subject Lahore University of Management Sciences E179245 entity
Predicate hasAcademicUnit P1488 FINISHED
Object Mushtaq Ahmad Gurmani School of Humanities and Social Sciences
The Mushtaq Ahmad Gurmani School of Humanities and Social Sciences is a leading academic school at Lahore University of Management Sciences that focuses on teaching and research in the humanities and social sciences disciplines.
E673690 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: Mushtaq Ahmad Gurmani School of Humanities and Social Sciences | Statement: [Lahore University of Management Sciences, hasAcademicUnit, Mushtaq Ahmad Gurmani School of Humanities and Social Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mushtaq Ahmad Gurmani School of Humanities and Social Sciences
Context triple: [Lahore University of Management Sciences, hasAcademicUnit, Mushtaq Ahmad Gurmani School of Humanities and Social Sciences]
  • A. Institute of Humanities and Social Sciences
    The Institute of Humanities and Social Sciences is a research and academic body within the Royal Academy of Cambodia that focuses on the study and advancement of humanities and social science disciplines.
  • B. School of the Humanities and Social Sciences
    The School of the Humanities and Social Sciences is a major academic division of the University of Cambridge that encompasses departments and faculties focused on disciplines such as history, politics, economics, sociology, and related fields.
  • C. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic unit of Strathmore University that offers interdisciplinary programs and research in fields such as humanities, social sciences, and related liberal arts disciplines.
  • D. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division that offers programs and research in disciplines such as literature, history, philosophy, and the social sciences.
  • E. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of Tezpur University that offers interdisciplinary teaching and research programs in fields such as languages, literature, social sciences, and related 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: Mushtaq Ahmad Gurmani School of Humanities and Social Sciences
Triple: [Lahore University of Management Sciences, hasAcademicUnit, Mushtaq Ahmad Gurmani School of Humanities and Social Sciences]
Generated description
The Mushtaq Ahmad Gurmani School of Humanities and Social Sciences is a leading academic school at Lahore University of Management Sciences that focuses on teaching and research in the humanities and social sciences disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mushtaq Ahmad Gurmani School of Humanities and Social Sciences
Target entity description: The Mushtaq Ahmad Gurmani School of Humanities and Social Sciences is a leading academic school at Lahore University of Management Sciences that focuses on teaching and research in the humanities and social sciences disciplines.
  • A. Institute of Humanities and Social Sciences
    The Institute of Humanities and Social Sciences is a research and academic body within the Royal Academy of Cambodia that focuses on the study and advancement of humanities and social science disciplines.
  • B. School of the Humanities and Social Sciences
    The School of the Humanities and Social Sciences is a major academic division of the University of Cambridge that encompasses departments and faculties focused on disciplines such as history, politics, economics, sociology, and related fields.
  • C. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic unit of Strathmore University that offers interdisciplinary programs and research in fields such as humanities, social sciences, and related liberal arts disciplines.
  • D. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division that offers programs and research in disciplines such as literature, history, philosophy, and the social sciences.
  • E. School of Humanities and Social Sciences
    The School of Humanities and Social Sciences is an academic division of Tezpur University that offers interdisciplinary teaching and research programs in fields such as languages, literature, social sciences, and related 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_69c69f316e50819081a271c85c06f918 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f921b458819092e565a4d099bbaf completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856e7c5b48190b6f53f8d14ea753d completed March 28, 2026, 10:32 p.m.
NEDg Description generation batch_69c858aea4fc81908be95d0d4e3f1072 completed March 28, 2026, 10:39 p.m.
NED2 Entity disambiguation (via description) batch_69c85919f85081908558f8e8d4b9d057 completed March 28, 2026, 10:41 p.m.
Created at: March 27, 2026, 3:51 p.m.