Triple
T5308679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Market and Trade Economics Division |
E120166
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | USDA |
E3565
|
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: USDA | Statement: [Market and Trade Economics Division, affiliation, USDA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USDA Context triple: [Market and Trade Economics Division, affiliation, USDA]
-
A.
United States Department of Agriculture
chosen
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.
-
B.
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.
-
C.
Department of Agriculture
The Department of Agriculture is the Philippine government agency responsible for promoting agricultural development, ensuring food security, and supporting farmers and fisherfolk across the country.
-
D.
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.
-
E.
Agricultural Research Service
The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
- 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_69bd44704be88190acdb2ac481b0ff55 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd85315bb081908fc54d6188cc79ff |
completed | March 20, 2026, 5:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3a8c43988190814e3b2cca509f15 |
completed | March 22, 2026, 12:40 a.m. |
Created at: March 20, 2026, 1:53 p.m.