Triple

T18873578
Position Surface form Disambiguated ID Type / Status
Subject UN Recommendations on the Transport of Dangerous Goods E461628 entity
Predicate developedBy P73 FINISHED
Object Committee of Experts on the Transport of Dangerous Goods
The Committee of Experts on the Transport of Dangerous Goods is a United Nations body that develops globally harmonized technical standards and guidelines to ensure the safe international transport of hazardous materials.
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: Committee of Experts on the Transport of Dangerous Goods | Statement: [UN Recommendations on the Transport of Dangerous Goods, developedBy, Committee of Experts on the Transport of Dangerous Goods]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Committee of Experts on the Transport of Dangerous Goods
Context triple: [UN Recommendations on the Transport of Dangerous Goods, developedBy, Committee of Experts on the Transport of Dangerous Goods]
  • A. UNECE Working Party on the Transport of Dangerous Goods
    The UNECE Working Party on the Transport of Dangerous Goods is a United Nations expert body that develops and updates international regulations governing the safe transport of hazardous materials across various modes, including inland waterways, within the UNECE region.
  • B. 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.
  • C. 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.
  • D. UNECE Inland Transport Committee
    The UNECE Inland Transport Committee is a key intergovernmental body that develops international regulations, standards, and policies to facilitate safe, efficient, and sustainable inland transport across the UNECE region.
  • 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: Committee of Experts on the Transport of Dangerous Goods
Triple: [UN Recommendations on the Transport of Dangerous Goods, developedBy, Committee of Experts on the Transport of Dangerous Goods]
Generated description
The Committee of Experts on the Transport of Dangerous Goods is a United Nations body that develops globally harmonized technical standards and guidelines to ensure the safe international transport of hazardous materials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Committee of Experts on the Transport of Dangerous Goods
Target entity description: The Committee of Experts on the Transport of Dangerous Goods is a United Nations body that develops globally harmonized technical standards and guidelines to ensure the safe international transport of hazardous materials.
  • A. UNECE Working Party on the Transport of Dangerous Goods
    The UNECE Working Party on the Transport of Dangerous Goods is a United Nations expert body that develops and updates international regulations governing the safe transport of hazardous materials across various modes, including inland waterways, within the UNECE region.
  • B. UN Recommendations on the Transport of Dangerous Goods chosen
    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.
  • C. 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.
  • D. UNECE Inland Transport Committee
    The UNECE Inland Transport Committee is a key intergovernmental body that develops international regulations, standards, and policies to facilitate safe, efficient, and sustainable inland transport across the UNECE region.
  • 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.

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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c2ab4bb4819086ae98a38dd9b11b completed April 20, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0575bfc9988190bc72525ab30cf498 completed May 14, 2026, 7:12 a.m.
NEDg Description generation batch_6a057803e99481909c6ed82014a169d0 completed May 14, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_6a05785d1e08819097299cf6d9e90035 completed May 14, 2026, 7:23 a.m.
Created at: April 10, 2026, 11:57 a.m.