Triple

T6473847
Position Surface form Disambiguated ID Type / Status
Subject Kalundborg E146019 entity
Predicate knownFor P22 FINISHED
Object 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.
E595611 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: Kalundborg industrial symbiosis | Statement: [Kalundborg, knownFor, Kalundborg industrial symbiosis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalundborg industrial symbiosis
Context triple: [Kalundborg, knownFor, Kalundborg industrial symbiosis]
  • A. Natural Capitalism
    Natural Capitalism is an influential book that argues for redesigning business and industrial systems to align profitability with environmental sustainability and resource efficiency.
  • 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. Integrated Pollution Prevention and Control
    Integrated Pollution Prevention and Control is a European Union regulatory framework that requires industrial and agricultural installations to minimize pollution through integrated environmental permits and the use of best available techniques.
  • D. UNEP DTU Partnership
    UNEP DTU Partnership is a research and advisory collaboration between the UN Environment Programme and the Technical University of Denmark that focuses on climate change mitigation, sustainable development, and support for international climate policy.
  • E. Steady-State Economics
    Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
  • 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: Kalundborg industrial symbiosis
Triple: [Kalundborg, knownFor, Kalundborg industrial symbiosis]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalundborg industrial symbiosis
Target entity description: 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.
  • A. Natural Capitalism
    Natural Capitalism is an influential book that argues for redesigning business and industrial systems to align profitability with environmental sustainability and resource efficiency.
  • 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. Integrated Pollution Prevention and Control
    Integrated Pollution Prevention and Control is a European Union regulatory framework that requires industrial and agricultural installations to minimize pollution through integrated environmental permits and the use of best available techniques.
  • D. UNEP DTU Partnership
    UNEP DTU Partnership is a research and advisory collaboration between the UN Environment Programme and the Technical University of Denmark that focuses on climate change mitigation, sustainable development, and support for international climate policy.
  • E. Steady-State Economics
    Steady-State Economics is an influential work in ecological economics that argues for an economy with stable or mildly fluctuating levels of consumption and population within ecological limits.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a32c0188190bcb3c35fc1d796a6 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653a2b2508190a3691412f853ed6f completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6552b90848190961250b1e64595e1 completed March 27, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69c655bce7548190b4c5661a7aaa77e1 completed March 27, 2026, 10:02 a.m.
Created at: March 22, 2026, 4:50 p.m.