Triple
T20750134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Farm Security and Rural Investment Act of 2002 |
E510692
|
entity |
| Predicate | authorizesProgram |
P77237
|
FINISHED |
| Object | Value-Added Producer Grants |
—
|
NE NERFINISHED |
How this triple was built (3 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: Value-Added Producer Grants | Statement: [Farm Security and Rural Investment Act of 2002, authorizesProgram, Value-Added Producer Grants]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Value-Added Producer Grants Context triple: [Farm Security and Rural Investment Act of 2002, authorizesProgram, Value-Added Producer Grants]
-
A.
Capital Investment Grants
Capital Investment Grants is a U.S. federal transit funding program that provides discretionary grants to help finance the construction and expansion of major public transportation projects such as rail, bus rapid transit, and ferry systems.
-
B.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
-
C.
Pigouvian subsidy
A Pigouvian subsidy is a government payment designed to encourage activities that generate positive externalities, aligning private incentives with social benefits.
-
D.
Biomass Crop Assistance Program
The Biomass Crop Assistance Program is a U.S. federal initiative that supports the production and use of biomass for renewable energy by providing financial assistance to growers and biomass conversion facilities.
-
E.
InnovFin SME Guarantee Facility
InnovFin SME Guarantee Facility is a European Union financial instrument that provides guarantees and counter-guarantees to improve access to debt finance for innovative small and medium-sized enterprises and small mid-caps.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Value-Added Producer Grants Target entity description: Value-Added Producer Grants are a U.S. Department of Agriculture program that provides competitive funding to agricultural producers to develop value-added products, expand marketing opportunities, and increase farm income.
-
A.
Capital Investment Grants
Capital Investment Grants is a U.S. federal transit funding program that provides discretionary grants to help finance the construction and expansion of major public transportation projects such as rail, bus rapid transit, and ferry systems.
-
B.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
-
C.
Pigouvian subsidy
A Pigouvian subsidy is a government payment designed to encourage activities that generate positive externalities, aligning private incentives with social benefits.
-
D.
Biomass Crop Assistance Program
The Biomass Crop Assistance Program is a U.S. federal initiative that supports the production and use of biomass for renewable energy by providing financial assistance to growers and biomass conversion facilities.
-
E.
InnovFin SME Guarantee Facility
InnovFin SME Guarantee Facility is a European Union financial instrument that provides guarantees and counter-guarantees to improve access to debt finance for innovative small and medium-sized enterprises and small mid-caps.
- F. None of above. chosen
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_69e0b4c845e88190b4c5f3ae79291182 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c229913081908eadf716195071de |
completed | April 21, 2026, 12:17 a.m. |
Created at: April 16, 2026, 12:34 p.m.