Triple

T3072967
Position Surface form Disambiguated ID Type / Status
Subject GSA eLibrary E64067 entity
Predicate providesInformationOn P17720 FINISHED
Object NAICS codes
NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
E325296 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: NAICS codes | Statement: [GSA eLibrary, providesInformationOn, NAICS codes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NAICS codes
Context triple: [GSA eLibrary, providesInformationOn, NAICS codes]
  • 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. Industry Classification Benchmark
    The Industry Classification Benchmark is a globally used system that categorizes companies and securities into sectors and industries to facilitate investment analysis and benchmarking.
  • C. Census Code
    The Census Code is the body of U.S. federal law that governs the collection, confidentiality, and publication of national statistical and census data.
  • 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. N-codes staff directorates
    N-codes staff directorates are the numbered functional directorates within the Office of the Chief of Naval Operations that manage major areas of U.S. Navy policy, planning, and operations.
  • 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: NAICS codes
Triple: [GSA eLibrary, providesInformationOn, NAICS codes]
Generated description
NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NAICS codes
Target entity description: NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
  • 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. Industry Classification Benchmark
    The Industry Classification Benchmark is a globally used system that categorizes companies and securities into sectors and industries to facilitate investment analysis and benchmarking.
  • C. Census Code
    The Census Code is the body of U.S. federal law that governs the collection, confidentiality, and publication of national statistical and census data.
  • 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. N-codes staff directorates
    N-codes staff directorates are the numbered functional directorates within the Office of the Chief of Naval Operations that manage major areas of U.S. Navy policy, planning, and operations.
  • 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_69ad857a8aec8190bfdfd9c14554ac5a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada14e372c81908c25c7f3e7e0c864 completed March 8, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f8828c488190877902a6c2dfcb5e completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f930321081908f98aa5f9b8ba611 completed March 11, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_69b1f9ad0b148190b98f93699598dd1e completed March 11, 2026, 11:24 p.m.
Created at: March 8, 2026, 3:02 p.m.