Triple
T4186521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commodity Credit Corporation |
E88323
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Market Access Program
The Market Access Program is a U.S. Department of Agriculture export promotion initiative that helps expand foreign markets for American agricultural products through cost-sharing with producers and trade organizations.
|
E419202
|
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: Market Access Program | Statement: [Commodity Credit Corporation, hasProgram, Market Access Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Market Access Program Context triple: [Commodity Credit Corporation, hasProgram, Market Access Program]
-
A.
340B Drug Pricing Program
The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
-
B.
Patient Care Program
The Patient Care Program is a philanthropic initiative of the Gordon and Betty Moore Foundation focused on improving the safety, quality, and experience of healthcare for patients and their families.
-
C.
Gateway Program
The Gateway Program is a major U.S. rail infrastructure initiative to expand and modernize the Northeast Corridor, including new and rehabilitated tunnels under the Hudson River between New Jersey and New York.
-
D.
Marketing and Regulatory Programs Business Services
Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
-
E.
Strategic Partnerships Program
The Strategic Partnerships Program is a key Saudi Vision 2030 initiative aimed at deepening and expanding Saudi Arabia’s long-term economic, investment, and political partnerships with leading countries and global institutions.
- 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: Market Access Program Triple: [Commodity Credit Corporation, hasProgram, Market Access Program]
Generated description
The Market Access Program is a U.S. Department of Agriculture export promotion initiative that helps expand foreign markets for American agricultural products through cost-sharing with producers and trade organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Market Access Program Target entity description: The Market Access Program is a U.S. Department of Agriculture export promotion initiative that helps expand foreign markets for American agricultural products through cost-sharing with producers and trade organizations.
-
A.
340B Drug Pricing Program
The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
-
B.
Patient Care Program
The Patient Care Program is a philanthropic initiative of the Gordon and Betty Moore Foundation focused on improving the safety, quality, and experience of healthcare for patients and their families.
-
C.
Gateway Program
The Gateway Program is a major U.S. rail infrastructure initiative to expand and modernize the Northeast Corridor, including new and rehabilitated tunnels under the Hudson River between New Jersey and New York.
-
D.
Marketing and Regulatory Programs Business Services
Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
-
E.
Strategic Partnerships Program
The Strategic Partnerships Program is a key Saudi Vision 2030 initiative aimed at deepening and expanding Saudi Arabia’s long-term economic, investment, and political partnerships with leading countries and global institutions.
- F. None of above. chosen
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_69aed9477e8c81908bcb862d2db55b1d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af032490888190bbfa422003caca99 |
completed | March 9, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b58a00e3308190b4fbed211069204a |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58aa95428819085048691c77e2aea |
completed | March 14, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58b34c4e881909fd44fbe8acedda4 |
completed | March 14, 2026, 4:22 p.m. |
Created at: March 9, 2026, 3:45 p.m.