Triple
T4186522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commodity Credit Corporation |
E88323
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
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.
|
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: Foreign Market Development Program | Statement: [Commodity Credit Corporation, hasProgram, Foreign Market Development Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Foreign Market Development Program Context triple: [Commodity Credit Corporation, hasProgram, Foreign Market Development Program]
-
A.
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.
-
B.
Global Development Program
The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
-
C.
Center for Global Business and the Economy
The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
-
D.
Federal Marketplace Strategy management
Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
-
E.
National Companies Promotion Program
The National Companies Promotion Program is a Saudi Arabian initiative aimed at developing and empowering leading domestic firms to become globally competitive champions in line with the economic diversification goals of Vision 2030.
- 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: Foreign Market Development Program Triple: [Commodity Credit Corporation, hasProgram, Foreign Market Development Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Foreign Market Development Program Target entity description: 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.
-
A.
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.
-
B.
Global Development Program
The Global Development Program is a major initiative of the Bill & Melinda Gates Foundation focused on reducing poverty and improving health and economic opportunities in low- and middle-income countries.
-
C.
Center for Global Business and the Economy
The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
-
D.
Federal Marketplace Strategy management
Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
-
E.
National Companies Promotion Program
The National Companies Promotion Program is a Saudi Arabian initiative aimed at developing and empowering leading domestic firms to become globally competitive champions in line with the economic diversification goals of Vision 2030.
- 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.