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.