Triple

T15412422
Position Surface form Disambiguated ID Type / Status
Subject Apatity E368625 entity
Predicate hasInstitution P186 FINISHED
Object Institute of the North Industrial Ecology Problems
The Institute of the North Industrial Ecology Problems is a Russian research institute focused on studying and addressing environmental and ecological challenges associated with industrial activity in northern and Arctic regions.
E1156907 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 of the North Industrial Ecology Problems | Statement: [Apatity, hasInstitution, Institute of the North Industrial Ecology Problems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute of the North Industrial Ecology Problems
Context triple: [Apatity, hasInstitution, Institute of the North Industrial Ecology Problems]
  • A. Kalundborg industrial symbiosis
    Kalundborg industrial symbiosis is a pioneering eco-industrial network in Denmark where companies exchange energy, water, and materials so that one facility’s waste becomes another’s resource, improving both environmental and economic performance.
  • B. Centre for Industrial Sustainability
    The Centre for Industrial Sustainability is a research centre at the University of Cambridge focused on developing sustainable, resource-efficient industrial systems and business models.
  • C. Centre for Environmental Planning and Technology
    The Centre for Environmental Planning and Technology, now known as CEPT University, is a premier Ahmedabad-based institution renowned for its programs in architecture, planning, design, and related built-environment disciplines.
  • D. Institute of Environmental Engineering
    The Institute of Environmental Engineering is an academic and research unit specializing in environmental protection technologies, sustainable resource management, and ecological engineering within the Peoples’ Friendship University of Russia.
  • E. 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.
  • 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 of the North Industrial Ecology Problems
Triple: [Apatity, hasInstitution, Institute of the North Industrial Ecology Problems]
Generated description
The Institute of the North Industrial Ecology Problems is a Russian research institute focused on studying and addressing environmental and ecological challenges associated with industrial activity in northern and Arctic regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute of the North Industrial Ecology Problems
Target entity description: The Institute of the North Industrial Ecology Problems is a Russian research institute focused on studying and addressing environmental and ecological challenges associated with industrial activity in northern and Arctic regions.
  • A. Kalundborg industrial symbiosis
    Kalundborg industrial symbiosis is a pioneering eco-industrial network in Denmark where companies exchange energy, water, and materials so that one facility’s waste becomes another’s resource, improving both environmental and economic performance.
  • B. Centre for Industrial Sustainability
    The Centre for Industrial Sustainability is a research centre at the University of Cambridge focused on developing sustainable, resource-efficient industrial systems and business models.
  • C. Centre for Environmental Planning and Technology
    The Centre for Environmental Planning and Technology, now known as CEPT University, is a premier Ahmedabad-based institution renowned for its programs in architecture, planning, design, and related built-environment disciplines.
  • D. Institute of Environmental Engineering
    The Institute of Environmental Engineering is an academic and research unit specializing in environmental protection technologies, sustainable resource management, and ecological engineering within the Peoples’ Friendship University of Russia.
  • E. 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.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ea600b48190a3dbca1a68a2a1cd completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a754d1881909ed322479bab460d completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1b82a5e08190a906828a08c9ae93 completed May 9, 2026, 11:33 a.m.
NED2 Entity disambiguation (via description) batch_69ff1f60e5888190a0271c9d55c5e3d8 completed May 9, 2026, 11:49 a.m.
Created at: April 10, 2026, 3:20 a.m.