Triple

T22407307
Position Surface form Disambiguated ID Type / Status
Subject Federal University of Technology Akure E553909 entity
Predicate hasDepartment P35 FINISHED
Object Department of Civil and Environmental Engineering
The Department of Civil and Environmental Engineering is an academic unit at the Federal University of Technology Akure that trains students and conducts research in infrastructure development, environmental protection, and sustainable engineering practices.
E1535405 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 Civil and Environmental Engineering | Statement: [Federal University of Technology Akure, hasDepartment, Department of Civil and Environmental Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Civil and Environmental Engineering
Context triple: [Federal University of Technology Akure, hasDepartment, Department of Civil and Environmental Engineering]
  • A. 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.
  • B. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit that educates engineers and conducts research in areas such as infrastructure, transportation, water resources, and environmental protection within the A. James Clark School of Engineering.
  • C. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at the Technical University of Darmstadt focused on education and research in civil infrastructure, environmental systems, and sustainable development.
  • D. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at Nagaoka University of Technology focused on education and research in infrastructure, environmental protection, and sustainable development.
  • E. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at the Indian Institute of Technology Patna that focuses on education and research in civil infrastructure, environmental systems, and related engineering disciplines.
  • 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 Civil and Environmental Engineering
Triple: [Federal University of Technology Akure, hasDepartment, Department of Civil and Environmental Engineering]
Generated description
The Department of Civil and Environmental Engineering is an academic unit at the Federal University of Technology Akure that trains students and conducts research in infrastructure development, environmental protection, and sustainable engineering practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Civil and Environmental Engineering
Target entity description: The Department of Civil and Environmental Engineering is an academic unit at the Federal University of Technology Akure that trains students and conducts research in infrastructure development, environmental protection, and sustainable engineering practices.
  • A. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at the Technical University of Darmstadt focused on education and research in civil infrastructure, environmental systems, and sustainable development.
  • B. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at Nagaoka University of Technology focused on education and research in infrastructure, environmental protection, and sustainable development.
  • C. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit focused on education and research in infrastructure, construction, and environmental systems within the broader field of engineering.
  • D. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit that educates engineers and conducts research in areas such as infrastructure, transportation, water resources, and environmental protection within the A. James Clark School of Engineering.
  • E. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at the University of Tokushima focused on education and research in infrastructure, environmental protection, and sustainable development.
  • 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_69e11e4da7048190b4387d422a9a0de5 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f158ba1c6481908e4b9b3635ed3a49 completed April 29, 2026, 1:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0e2a0208190b0629e6b2ded7248 completed May 18, 2026, 10:58 a.m.
NEDg Description generation batch_6a0af1e319848190bd12804239ba4d89 completed May 18, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0af29431648190a506d5e1a4fc9ce7 completed May 18, 2026, 11:05 a.m.
Created at: April 16, 2026, 8:46 p.m.