Triple

T20313950
Position Surface form Disambiguated ID Type / Status
Subject Integrated Pollution Prevention and Control E510329 entity
Predicate relatedTo P37 FINISHED
Object Industrial Emissions Directive
The Industrial Emissions Directive is a key European Union law that sets integrated, stringent environmental standards for large industrial installations to reduce pollution and protect human health and the environment.
E510329 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: Industrial Emissions Directive | Statement: [Integrated Pollution Prevention and Control, relatedTo, Industrial Emissions Directive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Industrial Emissions Directive
Context triple: [Integrated Pollution Prevention and Control, relatedTo, Industrial Emissions Directive]
  • A. 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.
  • B. Large Combustion Plant Directive
    The Large Combustion Plant Directive was a European Union environmental regulation aimed at reducing air pollution from large power stations and industrial plants by setting strict limits on emissions such as sulfur dioxide, nitrogen oxides, and dust.
  • C. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • D. New Source Performance Standards
    New Source Performance Standards are U.S. federal air pollution regulations that set emission limits and control requirements for newly built or significantly modified industrial sources.
  • E. Seveso Directive
    The Seveso Directive is a European Union legislative framework that sets strict industrial safety and risk management requirements to prevent and control major accidents involving dangerous substances.
  • 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: Industrial Emissions Directive
Triple: [Integrated Pollution Prevention and Control, relatedTo, Industrial Emissions Directive]
Generated description
The Industrial Emissions Directive is a key European Union law that sets integrated, stringent environmental standards for large industrial installations to reduce pollution and protect human health and the environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Industrial Emissions Directive
Target entity description: The Industrial Emissions Directive is a key European Union law that sets integrated, stringent environmental standards for large industrial installations to reduce pollution and protect human health and the environment.
  • A. Integrated Pollution Prevention and Control chosen
    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.
  • B. Large Combustion Plant Directive
    The Large Combustion Plant Directive was a European Union environmental regulation aimed at reducing air pollution from large power stations and industrial plants by setting strict limits on emissions such as sulfur dioxide, nitrogen oxides, and dust.
  • C. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • D. New Source Performance Standards
    New Source Performance Standards are U.S. federal air pollution regulations that set emission limits and control requirements for newly built or significantly modified industrial sources.
  • E. Seveso Directive
    The Seveso Directive is a European Union legislative framework that sets strict industrial safety and risk management requirements to prevent and control major accidents involving dangerous substances.
  • F. None of above.

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_69e0b4c7491c8190961113c4283b10b0 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e67745e2448190b5611382fe338bb2 completed April 20, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08612293088190a06e4d22cca8a285 completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a086255182881908eeaa49d34bf3ba5 completed May 16, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08635869148190992d75a8806f767c completed May 16, 2026, 12:30 p.m.
Created at: April 16, 2026, 11:19 a.m.