Triple
T20802367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USDA nutrition assistance programs |
E512070
|
entity |
| Predicate | monitoredBy |
P752
|
FINISHED |
| Object | USDA Office of Inspector General |
—
|
NE NERFINISHED |
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: USDA Office of Inspector General | Statement: [USDA nutrition assistance programs, monitoredBy, USDA Office of Inspector General]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USDA Office of Inspector General Context triple: [USDA nutrition assistance programs, monitoredBy, USDA Office of Inspector General]
-
A.
Office of Inspector General of USDA
chosen
The Office of Inspector General of USDA is an independent oversight body within the U.S. Department of Agriculture that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to ensure integrity in the department’s programs and operations.
-
B.
United States Department of Agriculture
The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
-
C.
Food Safety and Inspection Service
The Food Safety and Inspection Service is a U.S. federal agency responsible for ensuring the safety, wholesomeness, and proper labeling of meat, poultry, and certain egg products.
-
D.
USDA Risk Management Agency
The USDA Risk Management Agency is a U.S. Department of Agriculture agency responsible for overseeing federal crop insurance programs and helping farmers manage agricultural production risks.
-
E.
usda.gov
usda.gov is the official website of the United States Department of Agriculture, providing information, services, data, and resources related to farming, food, nutrition, rural development, and agricultural policy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4cc69f481908e98751e697b9df4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2b207c48190a9ca5895bdf85245 |
completed | April 21, 2026, 12:20 a.m. |
Created at: April 16, 2026, 12:39 p.m.