Triple

T12141230
Position Surface form Disambiguated ID Type / Status
Subject National University of Tainan E289186 entity
Predicate hasFaculty P141 FINISHED
Object College of Environmental Sciences and Ecology
The College of Environmental Sciences and Ecology is an academic division specializing in environmental science, ecology, and related interdisciplinary studies at the National University of Tainan in Taiwan.
E966211 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: College of Environmental Sciences and Ecology | Statement: [National University of Tainan, hasFaculty, College of Environmental Sciences and Ecology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Environmental Sciences and Ecology
Context triple: [National University of Tainan, hasFaculty, College of Environmental Sciences and Ecology]
  • A. School of Environmental Sciences
    The School of Environmental Sciences is an academic unit of Jawaharlal Nehru University in New Delhi that focuses on interdisciplinary research and teaching related to the environment, ecology, and sustainable development.
  • B. School of Environmental Sciences
    The School of Environmental Sciences is an academic department at the University of Liverpool focused on research and teaching in environmental science, earth systems, and related disciplines.
  • C. School of Environmental Sciences
    The School of Environmental Sciences is an academic unit specializing in environmental science education and research within the Ontario Agricultural College at the University of Guelph.
  • D. School of Environmental Sciences
    The School of Environmental Sciences is an academic division of North-Eastern Hill University specializing in education and research on environmental systems, issues, and sustainable development.
  • E. Faculty of Environmental Sciences
    The Faculty of Environmental Sciences is an academic division of Universidad Nacional Agraria La Molina in Peru that specializes in education and research on environmental management, conservation, and sustainable natural resource use.
  • 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: College of Environmental Sciences and Ecology
Triple: [National University of Tainan, hasFaculty, College of Environmental Sciences and Ecology]
Generated description
The College of Environmental Sciences and Ecology is an academic division specializing in environmental science, ecology, and related interdisciplinary studies at the National University of Tainan in Taiwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Environmental Sciences and Ecology
Target entity description: The College of Environmental Sciences and Ecology is an academic division specializing in environmental science, ecology, and related interdisciplinary studies at the National University of Tainan in Taiwan.
  • A. School of Environmental Sciences
    The School of Environmental Sciences is an academic unit of Jawaharlal Nehru University in New Delhi that focuses on interdisciplinary research and teaching related to the environment, ecology, and sustainable development.
  • B. School of Environmental Sciences
    The School of Environmental Sciences is an academic department at the University of Liverpool focused on research and teaching in environmental science, earth systems, and related disciplines.
  • C. School of Environmental Sciences
    The School of Environmental Sciences is an academic division of North-Eastern Hill University specializing in education and research on environmental systems, issues, and sustainable development.
  • D. School of Environmental Sciences
    The School of Environmental Sciences is an academic unit specializing in environmental science education and research within the Ontario Agricultural College at the University of Guelph.
  • E. Faculty of Environmental Sciences
    The Faculty of Environmental Sciences is an academic division of Universidad Nacional Agraria La Molina in Peru that specializes in education and research on environmental management, conservation, and sustainable natural resource use.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915a9838081909622cc14df2a2582 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f692ee048190ab42c92296fd28fb completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7385881909ddb86a1d39ff5d4 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:49 p.m.