Triple
T17268967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Market Access Program |
E419202
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Targeted Export Assistance Program
The Targeted Export Assistance Program was a U.S. Department of Agriculture initiative that provided financial assistance to help American agricultural producers develop and expand export markets for their products.
|
E419203
|
NE FINISHED |
How this triple was built (4 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: Targeted Export Assistance Program | Statement: [Market Access Program, predecessor, Targeted Export Assistance Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Targeted Export Assistance Program Context triple: [Market Access Program, predecessor, Targeted Export Assistance Program]
-
A.
Foreign Market Development Program
The Foreign Market Development Program is a U.S. Department of Agriculture initiative that helps expand and maintain long-term export markets for U.S. agricultural products through cost-share partnerships with trade organizations.
-
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.
Export Credit Guarantee Program (GSM-102)
The Export Credit Guarantee Program (GSM-102) is a U.S. government initiative that encourages commercial financing of U.S. agricultural exports by providing credit guarantees to approved foreign buyers.
-
D.
Economic Adjustment Assistance program
The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
-
E.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Targeted Export Assistance Program Triple: [Market Access Program, predecessor, Targeted Export Assistance Program]
Generated description
The Targeted Export Assistance Program was a U.S. Department of Agriculture initiative that provided financial assistance to help American agricultural producers develop and expand export markets for their products.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Targeted Export Assistance Program Target entity description: The Targeted Export Assistance Program was a U.S. Department of Agriculture initiative that provided financial assistance to help American agricultural producers develop and expand export markets for their products.
-
A.
Foreign Market Development Program
chosen
The Foreign Market Development Program is a U.S. Department of Agriculture initiative that helps expand and maintain long-term export markets for U.S. agricultural products through cost-share partnerships with trade organizations.
-
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.
Export Credit Guarantee Program (GSM-102)
The Export Credit Guarantee Program (GSM-102) is a U.S. government initiative that encourages commercial financing of U.S. agricultural exports by providing credit guarantees to approved foreign buyers.
-
D.
Economic Adjustment Assistance program
The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
-
E.
Small Business Development Center Program
The Small Business Development Center Program is a nationwide network of local centers that provide counseling, training, and technical assistance to help entrepreneurs start, grow, and manage small businesses.
- F. None of above.
Provenance (5 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_69d886da626481908a14ce7830329a35 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f4803b48190894b3bb9a4970602 |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0179482a348190a00dd3cd5076431e |
completed | May 11, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_6a017b6a0ee48190860c4f981003d32e |
completed | May 11, 2026, 6:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017c3925d081908819faa6b1790bd5 |
completed | May 11, 2026, 6:50 a.m. |
Created at: April 10, 2026, 5:40 a.m.