Triple

T15324189
Position Surface form Disambiguated ID Type / Status
Subject Universiti Brunei Darussalam E366366 entity
Predicate hasResearchInstitute P186 FINISHED
Object Institute for Biodiversity and Environmental Research
The Institute for Biodiversity and Environmental Research is a research center at Universiti Brunei Darussalam focused on studying and conserving biodiversity and ecosystems, particularly within Brunei and the broader Southeast Asian region.
 E1150222 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: Institute for Biodiversity and Environmental Research | Statement: [Universiti Brunei Darussalam, hasResearchInstitute, Institute for Biodiversity and Environmental Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Institute for Biodiversity and Environmental Research
Context triple: [Universiti Brunei Darussalam, hasResearchInstitute, Institute for Biodiversity and Environmental Research]
  • A. Research Institute of Biology
    The Research Institute of Biology is a specialized scientific center focused on biological research and education within the structure of Crimean Federal University.
  • B. Institute of Environmental Science
    The Institute of Environmental Science is an academic and research center at the University of Rajshahi in Bangladesh focused on environmental studies, sustainability, and related scientific research.
  • C. Institute of Environmental Sciences
    The Institute of Environmental Sciences is a research and teaching institute at Leiden University focused on studying environmental change, sustainability, and the interactions between humans and natural systems.
  • D. Institute of Environmental Sciences
    The Institute of Environmental Sciences is a specialized academic and research unit at Cheikh Anta Diop University focused on studying and addressing environmental issues and sustainable development.
  • E. Institute of Environmental Sciences
    The Institute of Environmental Sciences is a graduate-level research and education center at Boğaziçi University focused on environmental science, technology, and policy.
  • 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: Institute for Biodiversity and Environmental Research
Triple: [Universiti Brunei Darussalam, hasResearchInstitute, Institute for Biodiversity and Environmental Research]
Generated description
The Institute for Biodiversity and Environmental Research is a research center at Universiti Brunei Darussalam focused on studying and conserving biodiversity and ecosystems, particularly within Brunei and the broader Southeast Asian region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Institute for Biodiversity and Environmental Research
Target entity description: The Institute for Biodiversity and Environmental Research is a research center at Universiti Brunei Darussalam focused on studying and conserving biodiversity and ecosystems, particularly within Brunei and the broader Southeast Asian region.
  • A. Research Institute of Biology
    The Research Institute of Biology is a specialized scientific center focused on biological research and education within the structure of Crimean Federal University.
  • B. Institute of Environmental Science
    The Institute of Environmental Science is an academic and research center at the University of Rajshahi in Bangladesh focused on environmental studies, sustainability, and related scientific research.
  • C. Institute of Environmental Sciences
    The Institute of Environmental Sciences is a research and teaching institute at Leiden University focused on studying environmental change, sustainability, and the interactions between humans and natural systems.
  • D. Institute of Environmental Sciences
    The Institute of Environmental Sciences is a specialized academic and research unit at Cheikh Anta Diop University focused on studying and addressing environmental issues and sustainable development.
  • E. Institute of Environmental Sciences
    The Institute of Environmental Sciences is a graduate-level research and education center at Boğaziçi University focused on environmental science, technology, and policy.
  • 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_69d85a121520819093dcce999fdefe1a completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd5ce0c819093c9a14de549dff6 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8aaef608190bd3ec9fdd215afbb completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa435efc81908c1e88267e745cdd completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefb2ee9108190b3d8633cc9713c7b completed May 9, 2026, 9:15 a.m.
Created at: April 10, 2026, 3:16 a.m.