Triple

T18873621
Position Surface form Disambiguated ID Type / Status
Subject UN Recommendations on the Transport of Dangerous Goods E461628 entity
Predicate relatedTo P37 FINISHED
Object Globally Harmonized System of Classification and Labelling of Chemicals
The Globally Harmonized System of Classification and Labelling of Chemicals (GHS) is an internationally agreed framework that standardizes the classification of chemical hazards and the content and format of labels and safety data sheets to improve protection of human health and the environment.
E1347563 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: Globally Harmonized System of Classification and Labelling of Chemicals | Statement: [UN Recommendations on the Transport of Dangerous Goods, relatedTo, Globally Harmonized System of Classification and Labelling of Chemicals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Globally Harmonized System of Classification and Labelling of Chemicals
Context triple: [UN Recommendations on the Transport of Dangerous Goods, relatedTo, Globally Harmonized System of Classification and Labelling of Chemicals]
  • A. GHS
    GHS is the official ISO 4217 currency code for the Ghanaian cedi, the national currency of Ghana.
  • B. GHS
    GHS is a secondary school located in Gravenhurst, Ontario, serving local youth with a range of academic and extracurricular programs.
  • C. REACH Regulation (EC) No 1907/2006
    REACH Regulation (EC) No 1907/2006 is a comprehensive European Union chemicals law that governs the registration, evaluation, authorization, and restriction of chemical substances to protect human health and the environment.
  • D. Secretariat of the Basel, Rotterdam and Stockholm Conventions
    The Secretariat of the Basel, Rotterdam and Stockholm Conventions is the international body that supports and coordinates the implementation of three major global treaties on hazardous chemicals and wastes, providing administrative, technical and policy assistance to their parties.
  • E. Annex on Chemicals
    Annex on Chemicals is a key technical component of the Chemical Weapons Convention that classifies and lists controlled chemical substances and precursors subject to the treaty’s verification and restrictions.
  • 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: Globally Harmonized System of Classification and Labelling of Chemicals
Triple: [UN Recommendations on the Transport of Dangerous Goods, relatedTo, Globally Harmonized System of Classification and Labelling of Chemicals]
Generated description
The Globally Harmonized System of Classification and Labelling of Chemicals (GHS) is an internationally agreed framework that standardizes the classification of chemical hazards and the content and format of labels and safety data sheets to improve protection of human health and the environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Globally Harmonized System of Classification and Labelling of Chemicals
Target entity description: The Globally Harmonized System of Classification and Labelling of Chemicals (GHS) is an internationally agreed framework that standardizes the classification of chemical hazards and the content and format of labels and safety data sheets to improve protection of human health and the environment.
  • A. GHS
    GHS is the official ISO 4217 currency code for the Ghanaian cedi, the national currency of Ghana.
  • B. GHS
    GHS is a secondary school located in Gravenhurst, Ontario, serving local youth with a range of academic and extracurricular programs.
  • C. REACH Regulation (EC) No 1907/2006
    REACH Regulation (EC) No 1907/2006 is a comprehensive European Union chemicals law that governs the registration, evaluation, authorization, and restriction of chemical substances to protect human health and the environment.
  • D. Secretariat of the Basel, Rotterdam and Stockholm Conventions
    The Secretariat of the Basel, Rotterdam and Stockholm Conventions is the international body that supports and coordinates the implementation of three major global treaties on hazardous chemicals and wastes, providing administrative, technical and policy assistance to their parties.
  • E. Annex on Chemicals
    Annex on Chemicals is a key technical component of the Chemical Weapons Convention that classifies and lists controlled chemical substances and precursors subject to the treaty’s verification and restrictions.
  • 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_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.