Triple
T13105339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FPDS-NG |
E310828
|
entity |
| Predicate | collectsDataOn |
P4241
|
FINISHED |
| Object | Product and Service Codes |
E325296
|
NE FINISHED |
How this triple was built (2 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: Product and Service Codes | Statement: [FPDS-NG, collectsDataOn, Product and Service Codes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Product and Service Codes Context triple: [FPDS-NG, collectsDataOn, Product and Service Codes]
-
A.
Model Codes
Model Codes are comprehensive, standardized legal frameworks drafted by experts to guide and harmonize legislation and judicial practice across different jurisdictions.
-
B.
NAICS codes
chosen
NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
-
C.
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.
-
D.
HUC codes
HUC codes are a standardized numerical system used by the U.S. Geological Survey to uniquely identify and classify watersheds and hydrologic units across the United States.
-
E.
Classified Catalogue Code
Classified Catalogue Code is a pioneering library cataloguing system developed by S. R. Ranganathan that introduced faceted classification principles for organizing and retrieving library materials.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98154c9f48190aeca779d97151759 |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e27a325c8190a5c0f1a582340078 |
completed | May 3, 2026, 5:51 a.m. |
Created at: April 9, 2026, 9:05 p.m.