Triple

T19094982
Position Surface form Disambiguated ID Type / Status
Subject UNECE Working Party on the Transport of Dangerous Goods E467381 entity
Predicate cooperatesWith P435 FINISHED
Object UN Sub-Committee of Experts on the Transport of Dangerous Goods
The UN Sub-Committee of Experts on the Transport of Dangerous Goods is a United Nations body that develops globally harmonized regulations and technical standards to ensure the safe international transport of hazardous materials by all modes of transport.
E1358694 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 Sub-Committee of Experts on the Transport of Dangerous Goods | Statement: [UNECE Working Party on the Transport of Dangerous Goods, cooperatesWith, UN Sub-Committee of Experts on the Transport of Dangerous Goods]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UN Sub-Committee of Experts on the Transport of Dangerous Goods
Context triple: [UNECE Working Party on the Transport of Dangerous Goods, cooperatesWith, UN Sub-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. 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.
  • D. UNECE Transport Division
    The UNECE Transport Division is a branch of the United Nations Economic Commission for Europe responsible for developing international regulations, standards, and policies to promote safe, efficient, and sustainable transport across member countries.
  • E. 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.
  • 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 Sub-Committee of Experts on the Transport of Dangerous Goods
Triple: [UNECE Working Party on the Transport of Dangerous Goods, cooperatesWith, UN Sub-Committee of Experts on the Transport of Dangerous Goods]
Generated description
The UN Sub-Committee of Experts on the Transport of Dangerous Goods is a United Nations body that develops globally harmonized regulations and technical standards to ensure the safe international transport of hazardous materials by all modes of transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UN Sub-Committee of Experts on the Transport of Dangerous Goods
Target entity description: The UN Sub-Committee of Experts on the Transport of Dangerous Goods is a United Nations body that develops globally harmonized regulations and technical standards to ensure the safe international transport of hazardous materials by all modes of transport.
  • 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. 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.
  • D. UNECE Transport Division
    The UNECE Transport Division is a branch of the United Nations Economic Commission for Europe responsible for developing international regulations, standards, and policies to promote safe, efficient, and sustainable transport across member countries.
  • E. 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.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e34e1ee0819092f679d916e6e532 completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd96b8b48190a3c5b14122380b68 completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05dfcd85b08190b0ec431590396dbb completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e09f607c81909c9ef31c4e1b47b1 completed May 14, 2026, 2:47 p.m.
Created at: April 10, 2026, 12:04 p.m.