Triple

T1318712
Position Surface form Disambiguated ID Type / Status
Subject Annex on Maritime Transport Services E28165 entity
Predicate usesClassification P6736 FINISHED
Object United Nations Central Product Classification for services
The United Nations Central Product Classification for services is an international standard taxonomy that organizes and codes service activities to facilitate consistent statistical reporting, trade negotiations, and policy analysis across countries and sectors.
E150450 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: United Nations Central Product Classification for services | Statement: [Annex on Maritime Transport Services, usesClassification, United Nations Central Product Classification for services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Nations Central Product Classification for services
Context triple: [Annex on Maritime Transport Services, usesClassification, United Nations Central Product Classification for services]
  • A. Harmonized Commodity Description and Coding System
    The Harmonized Commodity Description and Coding System is an internationally standardized system of names and numbers used to classify traded products for customs and trade statistics worldwide.
  • B. Council for Trade in Services
    The Council for Trade in Services is a key WTO body responsible for overseeing the implementation of global rules and negotiations on international trade in services.
  • C. Universal Decimal Classification
    Universal Decimal Classification is an international library classification system that organizes knowledge into a detailed, hierarchical numeric scheme used widely in libraries and information centers around the world.
  • D. General Agreement on Trade in Services
    The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
  • E. Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks
    The Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks is an international treaty that establishes a standardized classification system used worldwide for registering trademarks.
  • 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: United Nations Central Product Classification for services
Triple: [Annex on Maritime Transport Services, usesClassification, United Nations Central Product Classification for services]
Generated description
The United Nations Central Product Classification for services is an international standard taxonomy that organizes and codes service activities to facilitate consistent statistical reporting, trade negotiations, and policy analysis across countries and sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Nations Central Product Classification for services
Target entity description: The United Nations Central Product Classification for services is an international standard taxonomy that organizes and codes service activities to facilitate consistent statistical reporting, trade negotiations, and policy analysis across countries and sectors.
  • A. Harmonized Commodity Description and Coding System
    The Harmonized Commodity Description and Coding System is an internationally standardized system of names and numbers used to classify traded products for customs and trade statistics worldwide.
  • B. Council for Trade in Services
    The Council for Trade in Services is a key WTO body responsible for overseeing the implementation of global rules and negotiations on international trade in services.
  • C. Universal Decimal Classification
    Universal Decimal Classification is an international library classification system that organizes knowledge into a detailed, hierarchical numeric scheme used widely in libraries and information centers around the world.
  • D. General Agreement on Trade in Services
    The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
  • E. Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks
    The Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks is an international treaty that establishes a standardized classification system used worldwide for registering trademarks.
  • 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_69a498532c3481909223b74af2e578df completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1780be8819083a9365b8a49305d completed March 1, 2026, 10:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbaf3cef88190ab1635bc5f452f8b completed March 7, 2026, 11:55 p.m.
NEDg Description generation batch_69acbb5ee684819083f5309dc9771c3a completed March 7, 2026, 11:57 p.m.
NED2 Entity disambiguation (via description) batch_69acbc010cd0819080b1f8695dc0990b completed March 8, 2026, midnight
Created at: March 1, 2026, 7:55 p.m.