Triple

T4736251
Position Surface form Disambiguated ID Type / Status
Subject United Nations Statistical Commission E105132 entity
Predicate notableWork P4 FINISHED
Object International Standard Industrial Classification
The International Standard Industrial Classification is a globally used United Nations framework that systematically categorizes economic activities to enable consistent collection, analysis, and comparison of industrial statistics across countries.
E465447 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: International Standard Industrial Classification | Statement: [United Nations Statistical Commission, notableWork, International Standard Industrial Classification]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Standard Industrial Classification
Context triple: [United Nations Statistical Commission, notableWork, International Standard Industrial Classification]
  • A. 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.
  • B. NAICS codes
    NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
  • C. International Convention on the Harmonized Commodity Description and Coding System
    The International Convention on the Harmonized Commodity Description and Coding System is a World Customs Organization treaty that establishes the globally standardized classification system used for international trade in goods.
  • D. 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.
  • E. European System of Accounts
    The European System of Accounts is the EU’s standardized framework for compiling and presenting national and regional economic statistics, harmonized with the international System of National Accounts.
  • 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: International Standard Industrial Classification
Triple: [United Nations Statistical Commission, notableWork, International Standard Industrial Classification]
Generated description
The International Standard Industrial Classification is a globally used United Nations framework that systematically categorizes economic activities to enable consistent collection, analysis, and comparison of industrial statistics across countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Standard Industrial Classification
Target entity description: The International Standard Industrial Classification is a globally used United Nations framework that systematically categorizes economic activities to enable consistent collection, analysis, and comparison of industrial statistics across countries.
  • A. 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.
  • B. NAICS codes
    NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
  • C. International Convention on the Harmonized Commodity Description and Coding System
    The International Convention on the Harmonized Commodity Description and Coding System is a World Customs Organization treaty that establishes the globally standardized classification system used for international trade in goods.
  • D. 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.
  • E. European System of Accounts
    The European System of Accounts is the EU’s standardized framework for compiling and presenting national and regional economic statistics, harmonized with the international System of National Accounts.
  • 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_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64831c58819098758ac1f7839b3a completed March 20, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10b49b90819091c3ab38e976baeb completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be177f39a08190b56cc0ff0b696b90 completed March 21, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69be17d87ab4819085da13a4562ae03c completed March 21, 2026, 4 a.m.
Created at: March 20, 2026, 1:19 p.m.