Triple

T5710993
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Applied Science (UBC) E125907 entity
Predicate hasAcademicUnit P1488 FINISHED
Object Department of Chemical and Biological Engineering (UBC)
The Department of Chemical and Biological Engineering at the University of British Columbia is an academic unit that focuses on education and research in chemical, biological, and process engineering disciplines.
E541545 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 Chemical and Biological Engineering (UBC) | Statement: [Faculty of Applied Science (UBC), hasAcademicUnit, Department of Chemical and Biological Engineering (UBC)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Chemical and Biological Engineering (UBC)
Context triple: [Faculty of Applied Science (UBC), hasAcademicUnit, Department of Chemical and Biological Engineering (UBC)]
  • A. Department of Chemical and Biomolecular Engineering
    The Department of Chemical and Biomolecular Engineering is an academic unit specializing in research and education at the intersection of chemical engineering, molecular science, and biotechnology.
  • B. Department of Chemical Engineering, University of New Brunswick
    The Department of Chemical Engineering at the University of New Brunswick is an academic unit that offers education and research programs in chemical and process engineering within the university’s Faculty of Engineering.
  • C. Department of Chemical Engineering
    The Department of Chemical Engineering at McGill University is an academic unit that offers education and conducts research in chemical and process engineering within the Faculty of Engineering.
  • D. Department of Chemical Engineering
    The Department of Chemical Engineering at Kyoto University is an academic unit specializing in education and research on chemical processes, materials, and related technologies within the university’s Faculty of Engineering.
  • E. Department of Chemical Engineering
    The Department of Chemical Engineering is an academic and research unit at the Indian Institute of Science in Bengaluru, India, focusing on advanced education and research in chemical and allied engineering fields.
  • 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 Chemical and Biological Engineering (UBC)
Triple: [Faculty of Applied Science (UBC), hasAcademicUnit, Department of Chemical and Biological Engineering (UBC)]
Generated description
The Department of Chemical and Biological Engineering at the University of British Columbia is an academic unit that focuses on education and research in chemical, biological, and process engineering disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Chemical and Biological Engineering (UBC)
Target entity description: The Department of Chemical and Biological Engineering at the University of British Columbia is an academic unit that focuses on education and research in chemical, biological, and process engineering disciplines.
  • A. Department of Chemical and Biomolecular Engineering
    The Department of Chemical and Biomolecular Engineering is an academic unit specializing in research and education at the intersection of chemical engineering, molecular science, and biotechnology.
  • B. Department of Chemical Engineering, University of New Brunswick
    The Department of Chemical Engineering at the University of New Brunswick is an academic unit that offers education and research programs in chemical and process engineering within the university’s Faculty of Engineering.
  • C. Department of Chemical Engineering
    The Department of Chemical Engineering at McGill University is an academic unit that offers education and conducts research in chemical and process engineering within the Faculty of Engineering.
  • D. Department of Chemical Engineering
    The Department of Chemical Engineering at Kyoto University is an academic unit specializing in education and research on chemical processes, materials, and related technologies within the university’s Faculty of Engineering.
  • E. Department of Chemical Engineering
    The Department of Chemical Engineering is an academic and research unit at the Indian Institute of Science in Bengaluru, India, focusing on advanced education and research in chemical and allied engineering fields.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0248df1a8819091e9f3c80dba3f54 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a72181081909209a38c3ff7460b completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05cd2dea88190bc79ca0a7709e7ca completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05d8c85f88190a1a962794eeecd8d completed March 22, 2026, 9:22 p.m.
Created at: March 22, 2026, 3:46 p.m.