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.