Triple

T13615308
Position Surface form Disambiguated ID Type / Status
Subject NAICS codes E325296 entity
Predicate replaced P101 FINISHED
Object Standard Industrial Classification system
The Standard Industrial Classification system is an older U.S. government framework that categorized businesses into industries using numeric codes for statistical and regulatory purposes.
E1050757 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: Standard Industrial Classification system | Statement: [NAICS codes, replaced, Standard Industrial Classification system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Standard Industrial Classification system
Context triple: [NAICS codes, replaced, Standard Industrial Classification system]
  • A. 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.
  • 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. Standard Occupational Classification
    The Standard Occupational Classification is a federal system used in the United States to categorize and standardize occupations for statistical, labor market, and administrative purposes.
  • D. 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.
  • E. 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.
  • 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: Standard Industrial Classification system
Triple: [NAICS codes, replaced, Standard Industrial Classification system]
Generated description
The Standard Industrial Classification system is an older U.S. government framework that categorized businesses into industries using numeric codes for statistical and regulatory purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Standard Industrial Classification system
Target entity description: The Standard Industrial Classification system is an older U.S. government framework that categorized businesses into industries using numeric codes for statistical and regulatory purposes.
  • A. 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.
  • 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. Standard Occupational Classification
    The Standard Occupational Classification is a federal system used in the United States to categorize and standardize occupations for statistical, labor market, and administrative purposes.
  • D. 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.
  • E. 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.
  • 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_69d8076aae28819092cf636190ee5529 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0ad0a7c81909c7972187202db96 completed April 12, 2026, 2:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f9cbc388190972e949324144d2f completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f78058d4c88190be75e0a38cdc20da completed May 3, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f7815a858c8190a9ae47012d04f8e1 completed May 3, 2026, 5:09 p.m.
Created at: April 9, 2026, 9:50 p.m.