Triple

T4540660
Position Surface form Disambiguated ID Type / Status
Subject School of Creative Science and Engineering E107520 entity
Predicate offersProgram P178 FINISHED
Object Department of Resources and Environmental Engineering
The Department of Resources and Environmental Engineering is an academic unit focused on the sustainable development, utilization, and management of natural resources and environmental systems through engineering principles and technologies.
E450107 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 Resources and Environmental Engineering | Statement: [School of Creative Science and Engineering, offersProgram, Department of Resources and Environmental Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Resources and Environmental Engineering
Context triple: [School of Creative Science and Engineering, offersProgram, Department of Resources and Environmental Engineering]
  • A. Department of Bioresource and Environmental Engineering
    The Department of Bioresource and Environmental Engineering is an academic unit at Hokkaido University that focuses on engineering solutions for sustainable use of biological resources and protection of the environment.
  • B. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit of Sun Yat-sen University dedicated to education and research on environmental protection, pollution control, and sustainable development.
  • C. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit of Tongji University specializing in education and research on environmental protection, sustainability, and related engineering disciplines.
  • D. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit specializing in education and research on environmental protection, sustainable development, and related engineering solutions.
  • E. Faculty of Environmental Engineering
    The Faculty of Environmental Engineering is an academic unit of the Warsaw University of Technology specializing in education and research on environmental protection, sustainable infrastructure, and related 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 Resources and Environmental Engineering
Triple: [School of Creative Science and Engineering, offersProgram, Department of Resources and Environmental Engineering]
Generated description
The Department of Resources and Environmental Engineering is an academic unit focused on the sustainable development, utilization, and management of natural resources and environmental systems through engineering principles and technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Resources and Environmental Engineering
Target entity description: The Department of Resources and Environmental Engineering is an academic unit focused on the sustainable development, utilization, and management of natural resources and environmental systems through engineering principles and technologies.
  • A. Department of Bioresource and Environmental Engineering
    The Department of Bioresource and Environmental Engineering is an academic unit at Hokkaido University that focuses on engineering solutions for sustainable use of biological resources and protection of the environment.
  • B. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit of Sun Yat-sen University dedicated to education and research on environmental protection, pollution control, and sustainable development.
  • C. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit of Tongji University specializing in education and research on environmental protection, sustainability, and related engineering disciplines.
  • D. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit specializing in education and research on environmental protection, sustainable development, and related engineering solutions.
  • E. Faculty of Environmental Engineering
    The Faculty of Environmental Engineering is an academic unit of the Warsaw University of Technology specializing in education and research on environmental protection, sustainable infrastructure, and related 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_69bd43f922788190b7edfa294e39b178 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57bb5c0c819092ebb2dd3310f5f8 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdad01b2e48190806f9490b912ac66 completed March 20, 2026, 8:24 p.m.
NEDg Description generation batch_69bdadfe8a8881908de60c24b65af489 completed March 20, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69bdae46cae48190b313aa9d4703e2a8 completed March 20, 2026, 8:29 p.m.
Created at: March 20, 2026, 1:04 p.m.