Triple

T4694954
Position Surface form Disambiguated ID Type / Status
Subject European Agreement concerning the International Carriage of Dangerous Goods by Road E104119 entity
Predicate basedOn P98 FINISHED
Object UN Recommendations on the Transport of Dangerous Goods
The UN Recommendations on the Transport of Dangerous Goods are a globally recognized model regulations framework that standardizes the safe classification, packaging, labeling, and transport of hazardous materials across all modes of transport.
E461628 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: UN Recommendations on the Transport of Dangerous Goods | Statement: [European Agreement concerning the International Carriage of Dangerous Goods by Road, basedOn, UN Recommendations on the Transport of Dangerous Goods]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UN Recommendations on the Transport of Dangerous Goods
Context triple: [European Agreement concerning the International Carriage of Dangerous Goods by Road, basedOn, UN Recommendations on the Transport of Dangerous Goods]
  • A. European Agreement concerning the International Carriage of Dangerous Goods by Inland Waterways (ADN)
    The European Agreement concerning the International Carriage of Dangerous Goods by Inland Waterways (ADN) is a United Nations treaty that sets harmonized safety and environmental standards for transporting hazardous materials on inland waterways in Europe.
  • B. 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.
  • C. IMO codes and guidelines on noxious liquid substances
    IMO codes and guidelines on noxious liquid substances are international regulatory instruments that classify, control, and set safety and environmental standards for the carriage of hazardous liquid chemicals in bulk by sea.
  • D. Basel Protocol on Liability and Compensation for Damage Resulting from Transboundary Movements of Hazardous Wastes and Their Disposal
    The Basel Protocol on Liability and Compensation for Damage Resulting from Transboundary Movements of Hazardous Wastes and Their Disposal is an international agreement that establishes rules for assigning responsibility and providing financial redress for harm caused by cross-border movements and disposal of hazardous wastes.
  • E. Working Group on Response to Incidents Involving Harmful Substances
    The Working Group on Response to Incidents Involving Harmful Substances is a HELCOM expert body that coordinates and develops regional preparedness, response, and cooperation measures for pollution and hazardous substance incidents in the Baltic Sea.
  • 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: UN Recommendations on the Transport of Dangerous Goods
Triple: [European Agreement concerning the International Carriage of Dangerous Goods by Road, basedOn, UN Recommendations on the Transport of Dangerous Goods]
Generated description
The UN Recommendations on the Transport of Dangerous Goods are a globally recognized model regulations framework that standardizes the safe classification, packaging, labeling, and transport of hazardous materials across all modes of transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UN Recommendations on the Transport of Dangerous Goods
Target entity description: The UN Recommendations on the Transport of Dangerous Goods are a globally recognized model regulations framework that standardizes the safe classification, packaging, labeling, and transport of hazardous materials across all modes of transport.
  • A. European Agreement concerning the International Carriage of Dangerous Goods by Inland Waterways (ADN)
    The European Agreement concerning the International Carriage of Dangerous Goods by Inland Waterways (ADN) is a United Nations treaty that sets harmonized safety and environmental standards for transporting hazardous materials on inland waterways in Europe.
  • B. 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.
  • C. IMO codes and guidelines on noxious liquid substances
    IMO codes and guidelines on noxious liquid substances are international regulatory instruments that classify, control, and set safety and environmental standards for the carriage of hazardous liquid chemicals in bulk by sea.
  • D. Basel Protocol on Liability and Compensation for Damage Resulting from Transboundary Movements of Hazardous Wastes and Their Disposal
    The Basel Protocol on Liability and Compensation for Damage Resulting from Transboundary Movements of Hazardous Wastes and Their Disposal is an international agreement that establishes rules for assigning responsibility and providing financial redress for harm caused by cross-border movements and disposal of hazardous wastes.
  • E. Working Group on Response to Incidents Involving Harmful Substances
    The Working Group on Response to Incidents Involving Harmful Substances is a HELCOM expert body that coordinates and develops regional preparedness, response, and cooperation measures for pollution and hazardous substance incidents in the Baltic Sea.
  • 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_69bd43df91f481908e9add1b617b60ef completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63b1cee481908a8fb5eeb359cc00 completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03c093ac8190869aab6abcfd571f completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be05dfdd9c819080f66ff27ff657b5 completed March 21, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69be063f4aa4819099c72d66f5f6c095 completed March 21, 2026, 2:45 a.m.
Created at: March 20, 2026, 1:17 p.m.