Triple
T20794492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title VII – Research, Extension, and Related Matters |
E511876
|
entity |
| Predicate | administeredBy |
P86
|
FINISHED |
| Object | USDA Economic Research Service |
—
|
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 Economic Research Service | Statement: [Title VII – Research, Extension, and Related Matters, administeredBy, USDA Economic Research Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USDA Economic Research Service Context triple: [Title VII – Research, Extension, and Related Matters, administeredBy, USDA Economic Research Service]
-
A.
Economic Research Service
chosen
The Economic Research Service is a principal U.S. federal agency that provides economic analysis and research on agriculture, food, the environment, and rural development to inform public policy.
-
B.
Bureau of Agricultural Economics
The Bureau of Agricultural Economics was a U.S. government agency responsible for economic research and analysis on agriculture, including farm production, prices, and rural conditions.
-
C.
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.
-
D.
National Agricultural Statistics Service
The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.
-
E.
National Institute of Food and Agriculture
The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
- 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_69e0b4cb83948190bd57bec21d78ed53 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2abbcc8819091bb0225a0650ab6 |
completed | April 21, 2026, 12:19 a.m. |
Created at: April 16, 2026, 12:39 p.m.