Triple

T15638681
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Science, University of Karachi E376009 entity
Predicate hasDepartment P35 FINISHED
Object Department of Applied Chemistry and Chemical Technology, University of Karachi
The Department of Applied Chemistry and Chemical Technology at the University of Karachi is an academic unit focused on education and research in applied chemistry, chemical processes, and related industrial technologies.
E1169325 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: Department of Applied Chemistry and Chemical Technology, University of Karachi | Statement: [Faculty of Science, University of Karachi, hasDepartment, Department of Applied Chemistry and Chemical Technology, University of Karachi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Applied Chemistry and Chemical Technology, University of Karachi
Context triple: [Faculty of Science, University of Karachi, hasDepartment, Department of Applied Chemistry and Chemical Technology, University of Karachi]
  • A. Department of Chemistry, University of Karachi
    The Department of Chemistry, University of Karachi is an academic unit offering undergraduate and postgraduate education and research programs in chemistry within the University of Karachi.
  • B. Department of Petroleum Technology, University of Karachi
    The Department of Petroleum Technology at the University of Karachi is an academic unit specializing in education and research related to petroleum engineering, exploration, and production technologies.
  • C. Department of Biochemistry, University of Karachi
    The Department of Biochemistry at the University of Karachi is an academic and research unit specializing in biochemical sciences, offering undergraduate and postgraduate programs and conducting research in areas such as molecular biology, enzymology, and clinical biochemistry.
  • D. Department of Biotechnology, University of Karachi
    The Department of Biotechnology at the University of Karachi is an academic unit specializing in biotechnology education and research within the university’s science disciplines.
  • E. Department of Space Science and Technology, University of Karachi
    The Department of Space Science and Technology at the University of Karachi is an academic unit specializing in education and research in space science, satellite technology, and related fields within the physical sciences.
  • 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: Department of Applied Chemistry and Chemical Technology, University of Karachi
Triple: [Faculty of Science, University of Karachi, hasDepartment, Department of Applied Chemistry and Chemical Technology, University of Karachi]
Generated description
The Department of Applied Chemistry and Chemical Technology at the University of Karachi is an academic unit focused on education and research in applied chemistry, chemical processes, and related industrial technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Applied Chemistry and Chemical Technology, University of Karachi
Target entity description: The Department of Applied Chemistry and Chemical Technology at the University of Karachi is an academic unit focused on education and research in applied chemistry, chemical processes, and related industrial technologies.
  • A. Department of Chemistry, University of Karachi
    The Department of Chemistry, University of Karachi is an academic unit offering undergraduate and postgraduate education and research programs in chemistry within the University of Karachi.
  • B. Department of Petroleum Technology, University of Karachi
    The Department of Petroleum Technology at the University of Karachi is an academic unit specializing in education and research related to petroleum engineering, exploration, and production technologies.
  • C. Department of Biochemistry, University of Karachi
    The Department of Biochemistry at the University of Karachi is an academic and research unit specializing in biochemical sciences, offering undergraduate and postgraduate programs and conducting research in areas such as molecular biology, enzymology, and clinical biochemistry.
  • D. Department of Biotechnology, University of Karachi
    The Department of Biotechnology at the University of Karachi is an academic unit specializing in biotechnology education and research within the university’s science disciplines.
  • E. Department of Space Science and Technology, University of Karachi
    The Department of Space Science and Technology at the University of Karachi is an academic unit specializing in education and research in space science, satellite technology, and related fields within the physical sciences.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eba51f08190ac5d9de7fc89405a completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff678ebe288190bd43a72e99e7aa22 completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff6883b5048190b64e4361bc89dd80 completed May 9, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff6911a76c819088c8a86d2106b6c6 completed May 9, 2026, 5:04 p.m.
Created at: April 10, 2026, 4:14 a.m.