Triple

T12337528
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Engineering, University of New South Wales E294128 entity
Predicate hasDepartment P35 FINISHED
Object School of Civil and Environmental Engineering, UNSW
The School of Civil and Environmental Engineering at UNSW is a leading Australian academic unit specializing in education and research in civil, environmental, and related engineering disciplines.
E978492 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 Civil and Environmental Engineering, UNSW | Statement: [Faculty of Engineering, University of New South Wales, hasDepartment, School of Civil and Environmental Engineering, UNSW]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Civil and Environmental Engineering, UNSW
Context triple: [Faculty of Engineering, University of New South Wales, hasDepartment, School of Civil and Environmental Engineering, UNSW]
  • A. School of Civil and Environmental Engineering
    The School of Civil and Environmental Engineering is an academic unit of Nanyang Technological University specializing in education and research on infrastructure, sustainable development, and environmental systems.
  • B. School of Civil Engineering and Environmental Science
    The School of Civil Engineering and Environmental Science is an academic unit that focuses on education and research in civil infrastructure, environmental protection, and sustainable engineering practices.
  • C. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at Rice University's George R. Brown School of Engineering that focuses on education and research in infrastructure, environmental systems, and sustainable engineering.
  • D. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit that educates students and conducts research in areas such as infrastructure design, construction, and environmental protection within the Maseeh College of Engineering and Computer Science.
  • E. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering at UC Berkeley is a leading academic department focused on advancing infrastructure, environmental sustainability, and resilient systems through 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 Civil and Environmental Engineering, UNSW
Triple: [Faculty of Engineering, University of New South Wales, hasDepartment, School of Civil and Environmental Engineering, UNSW]
Generated description
The School of Civil and Environmental Engineering at UNSW is a leading Australian academic unit specializing in education and research in civil, environmental, and related engineering disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Civil and Environmental Engineering, UNSW
Target entity description: The School of Civil and Environmental Engineering at UNSW is a leading Australian academic unit specializing in education and research in civil, environmental, and related engineering disciplines.
  • A. School of Civil and Environmental Engineering
    The School of Civil and Environmental Engineering is an academic unit of Nanyang Technological University specializing in education and research on infrastructure, sustainable development, and environmental systems.
  • B. School of Civil Engineering and Environmental Science
    The School of Civil Engineering and Environmental Science is an academic unit that focuses on education and research in civil infrastructure, environmental protection, and sustainable engineering practices.
  • C. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at Rice University's George R. Brown School of Engineering that focuses on education and research in infrastructure, environmental systems, and sustainable engineering.
  • D. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit that educates students and conducts research in areas such as infrastructure design, construction, and environmental protection within the Maseeh College of Engineering and Computer Science.
  • E. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering at UC Berkeley is a leading academic department focused on advancing infrastructure, environmental sustainability, and resilient systems through 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f678698819091462b44ff3435f6 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa5f21c8190bcb32a078a2f7ebb completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c54e6b08190bdae0ec35cc1c48d completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d13237881908b7c2dca173e20cf completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:53 p.m.