Triple

T18361461
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Life-Sciences, University of the Punjab E439925 entity
Predicate hasUnit P35 FINISHED
Object College of Earth and Environmental Sciences, University of the Punjab
The College of Earth and Environmental Sciences at the University of the Punjab is an academic institution specializing in education and research on earth systems, environmental processes, and sustainable resource management.
E1320315 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: College of Earth and Environmental Sciences, University of the Punjab | Statement: [Faculty of Life-Sciences, University of the Punjab, hasUnit, College of Earth and Environmental Sciences, University of the Punjab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Earth and Environmental Sciences, University of the Punjab
Context triple: [Faculty of Life-Sciences, University of the Punjab, hasUnit, College of Earth and Environmental Sciences, University of the Punjab]
  • A. Department of Environmental Studies, University of Karachi
    The Department of Environmental Studies at the University of Karachi is an academic unit dedicated to teaching and research on environmental science, sustainability, and related interdisciplinary issues.
  • B. Higher Education Department, Government of Punjab
    The Higher Education Department, Government of Punjab is the provincial authority responsible for formulating policies, regulating, and overseeing universities and higher education institutions in Punjab, Pakistan.
  • C. University of the Punjab Academic Council
    The University of the Punjab Academic Council is the university’s principal academic governing body responsible for overseeing curricula, academic standards, and educational policies across its faculties.
  • D. University of Engineering and Technology, Lahore
    The University of Engineering and Technology, Lahore is one of Pakistan’s oldest and most prestigious public engineering universities, renowned for its rigorous programs in engineering, technology, and applied sciences.
  • E. Bannu campus
    Bannu campus is a regional campus of the University of Engineering and Technology Peshawar that offers engineering and technology degree programs to students in and around Bannu, Pakistan.
  • 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: College of Earth and Environmental Sciences, University of the Punjab
Triple: [Faculty of Life-Sciences, University of the Punjab, hasUnit, College of Earth and Environmental Sciences, University of the Punjab]
Generated description
The College of Earth and Environmental Sciences at the University of the Punjab is an academic institution specializing in education and research on earth systems, environmental processes, and sustainable resource management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Earth and Environmental Sciences, University of the Punjab
Target entity description: The College of Earth and Environmental Sciences at the University of the Punjab is an academic institution specializing in education and research on earth systems, environmental processes, and sustainable resource management.
  • A. Department of Environmental Studies, University of Karachi
    The Department of Environmental Studies at the University of Karachi is an academic unit dedicated to teaching and research on environmental science, sustainability, and related interdisciplinary issues.
  • B. Higher Education Department, Government of Punjab
    The Higher Education Department, Government of Punjab is the provincial authority responsible for formulating policies, regulating, and overseeing universities and higher education institutions in Punjab, Pakistan.
  • C. University of the Punjab Academic Council
    The University of the Punjab Academic Council is the university’s principal academic governing body responsible for overseeing curricula, academic standards, and educational policies across its faculties.
  • D. University of Engineering and Technology, Lahore
    The University of Engineering and Technology, Lahore is one of Pakistan’s oldest and most prestigious public engineering universities, renowned for its rigorous programs in engineering, technology, and applied sciences.
  • E. Bannu campus
    Bannu campus is a regional campus of the University of Engineering and Technology Peshawar that offers engineering and technology degree programs to students in and around Bannu, Pakistan.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e516dbd4748190a6c5715ef943bd4a completed April 19, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc328b108190b28416eb5bfb0b4f completed May 13, 2026, 12:56 a.m.
NEDg Description generation batch_6a03d2a6e7648190881a140d42ae7e86 completed May 13, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a03d40ba5ec81909371d4134a88101d completed May 13, 2026, 1:29 a.m.
Created at: April 10, 2026, 10:37 a.m.