Triple

T15319527
Position Surface form Disambiguated ID Type / Status
Subject Comune of Seveso E366250 entity
Predicate associatedWith P37 FINISHED
Object European Union Seveso Directives on major accident hazards
The European Union Seveso Directives on major accident hazards are a set of EU laws that regulate industrial activities involving dangerous substances to prevent and control serious chemical accidents and protect human health and the environment.
E1150431 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: European Union Seveso Directives on major accident hazards | Statement: [Comune of Seveso, associatedWith, European Union Seveso Directives on major accident hazards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Union Seveso Directives on major accident hazards
Context triple: [Comune of Seveso, associatedWith, European Union Seveso Directives on major accident hazards]
  • A. Control of Major Accident Hazards Regulations
    The Control of Major Accident Hazards Regulations are UK health and safety laws designed to prevent and mitigate large-scale industrial accidents involving dangerous substances at sites such as oil terminals and chemical plants.
  • B. 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.
  • C. Council Directive 92/43/EEC
    Council Directive 92/43/EEC is a key European Union law on the conservation of natural habitats and wild fauna and flora, forming one of the main pillars of EU nature protection policy.
  • D. Planning (Hazardous Substances) Act 1990
    The Planning (Hazardous Substances) Act 1990 is a key UK statute that regulates the control and consent required for the presence and use of hazardous substances in land-use planning.
  • E. Hazardous Substances and Eutrophication (HASEC)
    Hazardous Substances and Eutrophication (HASEC) is a specialist working group focused on assessing and reducing pollution from hazardous chemicals and nutrient enrichment in the North-East Atlantic marine environment.
  • 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: European Union Seveso Directives on major accident hazards
Triple: [Comune of Seveso, associatedWith, European Union Seveso Directives on major accident hazards]
Generated description
The European Union Seveso Directives on major accident hazards are a set of EU laws that regulate industrial activities involving dangerous substances to prevent and control serious chemical accidents and protect human health and the environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Union Seveso Directives on major accident hazards
Target entity description: The European Union Seveso Directives on major accident hazards are a set of EU laws that regulate industrial activities involving dangerous substances to prevent and control serious chemical accidents and protect human health and the environment.
  • A. Control of Major Accident Hazards Regulations
    The Control of Major Accident Hazards Regulations are UK health and safety laws designed to prevent and mitigate large-scale industrial accidents involving dangerous substances at sites such as oil terminals and chemical plants.
  • B. 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.
  • C. Council Directive 92/43/EEC
    Council Directive 92/43/EEC is a key European Union law on the conservation of natural habitats and wild fauna and flora, forming one of the main pillars of EU nature protection policy.
  • D. Planning (Hazardous Substances) Act 1990
    The Planning (Hazardous Substances) Act 1990 is a key UK statute that regulates the control and consent required for the presence and use of hazardous substances in land-use planning.
  • E. Hazardous Substances and Eutrophication (HASEC)
    Hazardous Substances and Eutrophication (HASEC) is a specialist working group focused on assessing and reducing pollution from hazardous chemicals and nutrient enrichment in the North-East Atlantic marine environment.
  • 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_69e03dd356b881908f054b64eee6a371 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8a9085881909904152c32b0fed1 completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefc8251d08190bf8a764f83f89d7e completed May 9, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69fefd6c2bf88190b17a03be7b3353e3 completed May 9, 2026, 9:25 a.m.
Created at: April 10, 2026, 3:16 a.m.