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.