Triple
T4942888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IECEx |
E110978
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
ATEX Directive
The ATEX Directive is a European Union regulatory framework that sets safety requirements for equipment and protective systems intended for use in potentially explosive atmospheres.
|
E481613
|
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: ATEX Directive | Statement: [IECEx, relatedTo, ATEX Directive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ATEX Directive Context triple: [IECEx, relatedTo, ATEX Directive]
-
A.
IECEx
IECEx is an international certification system that ensures equipment and services used in explosive atmospheres meet globally recognized safety standards.
-
B.
Regulation (EU) No 1151/2012
Regulation (EU) No 1151/2012 is a European Union law that establishes the quality schemes and protection framework for agricultural products and foodstuffs, including designations such as Protected Designation of Origin and Protected Geographical Indication.
-
C.
European Agreement concerning the International Carriage of Dangerous Goods by Road (ADR)
The European Agreement concerning the International Carriage of Dangerous Goods by Road (ADR) is a United Nations treaty that sets harmonized safety rules for the transnational transport of hazardous materials by road across Europe and certain neighboring countries.
-
D.
Regulation (EU) No 1092/2010
Regulation (EU) No 1092/2010 is the EU law that established the framework for macro-prudential oversight of the financial system and created the European Systemic Risk Board to monitor and mitigate systemic risks.
-
E.
Regulation (EU) No 1095/2010
Regulation (EU) No 1095/2010 is the EU law that established the European Securities and Markets Authority (ESMA) and set out its powers and governance framework for overseeing securities markets and enhancing financial supervision in the European Union.
- 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: ATEX Directive Triple: [IECEx, relatedTo, ATEX Directive]
Generated description
The ATEX Directive is a European Union regulatory framework that sets safety requirements for equipment and protective systems intended for use in potentially explosive atmospheres.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ATEX Directive Target entity description: The ATEX Directive is a European Union regulatory framework that sets safety requirements for equipment and protective systems intended for use in potentially explosive atmospheres.
-
A.
IECEx
IECEx is an international certification system that ensures equipment and services used in explosive atmospheres meet globally recognized safety standards.
-
B.
Regulation (EU) No 1151/2012
Regulation (EU) No 1151/2012 is a European Union law that establishes the quality schemes and protection framework for agricultural products and foodstuffs, including designations such as Protected Designation of Origin and Protected Geographical Indication.
-
C.
European Agreement concerning the International Carriage of Dangerous Goods by Road (ADR)
The European Agreement concerning the International Carriage of Dangerous Goods by Road (ADR) is a United Nations treaty that sets harmonized safety rules for the transnational transport of hazardous materials by road across Europe and certain neighboring countries.
-
D.
Regulation (EU) No 1092/2010
Regulation (EU) No 1092/2010 is the EU law that established the framework for macro-prudential oversight of the financial system and created the European Systemic Risk Board to monitor and mitigate systemic risks.
-
E.
Regulation (EU) No 1095/2010
Regulation (EU) No 1095/2010 is the EU law that established the European Securities and Markets Authority (ESMA) and set out its powers and governance framework for overseeing securities markets and enhancing financial supervision in the European Union.
- 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_69bd4415eee08190bdce70276e56a5b4 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd70a5f56481908365d0fe16892bf4 |
completed | March 20, 2026, 4:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77c421288190bcc2d9bfdfff7198 |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be79127e80819088a97e674991fc8b |
completed | March 21, 2026, 10:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7990fd048190b3d1acaa6e3bce90 |
completed | March 21, 2026, 10:57 a.m. |
Created at: March 20, 2026, 1:31 p.m.