Triple

T5710997
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Applied Science (UBC) E125907 entity
Predicate hasAcademicUnit P1488 FINISHED
Object School of Community and Regional Planning (UBC)
The School of Community and Regional Planning at the University of British Columbia is a graduate academic unit specializing in professional education and research in urban, regional, and community planning.
 E541549 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: School of Community and Regional Planning (UBC) | Statement: [Faculty of Applied Science (UBC), hasAcademicUnit, School of Community and Regional Planning (UBC)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Community and Regional Planning (UBC)
Context triple: [Faculty of Applied Science (UBC), hasAcademicUnit, School of Community and Regional Planning (UBC)]
  • A. School of Urban Planning
    The School of Urban Planning is an academic unit at McGill University specializing in the study and training of professionals in urban and regional planning.
  • B. Faculty of Planning
    The Faculty of Planning is an academic division of the IUAV University of Venice specializing in urban, regional, and spatial planning education and research.
  • C. Faculty of Planning
    The Faculty of Planning is a specialized academic division of CEPT University in India that focuses on education and research in urban and regional planning and related fields.
  • D. College of Urban Planning
    The College of Urban Planning is an academic faculty at Al-Mustansiriya University specializing in the study and design of urban environments, spatial planning, and sustainable city development.
  • E. School for the Environment
    The School for the Environment is an academic unit at the University of Massachusetts Boston focused on environmental science, policy, and sustainability education and research.
  • 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: School of Community and Regional Planning (UBC)
Triple: [Faculty of Applied Science (UBC), hasAcademicUnit, School of Community and Regional Planning (UBC)]
Generated description
The School of Community and Regional Planning at the University of British Columbia is a graduate academic unit specializing in professional education and research in urban, regional, and community planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Community and Regional Planning (UBC)
Target entity description: The School of Community and Regional Planning at the University of British Columbia is a graduate academic unit specializing in professional education and research in urban, regional, and community planning.
  • A. School of Urban Planning
    The School of Urban Planning is an academic unit at McGill University specializing in the study and training of professionals in urban and regional planning.
  • B. Faculty of Planning
    The Faculty of Planning is an academic division of the IUAV University of Venice specializing in urban, regional, and spatial planning education and research.
  • C. Faculty of Planning
    The Faculty of Planning is a specialized academic division of CEPT University in India that focuses on education and research in urban and regional planning and related fields.
  • D. College of Urban Planning
    The College of Urban Planning is an academic faculty at Al-Mustansiriya University specializing in the study and design of urban environments, spatial planning, and sustainable city development.
  • E. School for the Environment
    The School for the Environment is an academic unit at the University of Massachusetts Boston focused on environmental science, policy, and sustainability education and research.
  • 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.