Triple
T12800921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foreign Agricultural Service |
E306013
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object |
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.
|
E1002925
|
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: Export Credit Guarantee Program (GSM-102) | Statement: [Foreign Agricultural Service, administers, Export Credit Guarantee Program (GSM-102)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Export Credit Guarantee Program (GSM-102) Context triple: [Foreign Agricultural Service, administers, Export Credit Guarantee Program (GSM-102)]
-
A.
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.
-
B.
COSME loan guarantee facility
The COSME loan guarantee facility is an EU program that helps small and medium-sized enterprises access finance by providing guarantees and counter-guarantees to financial intermediaries.
-
C.
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.
-
D.
Small Business Administration 7(a) Loan Program
The Small Business Administration 7(a) Loan Program is the U.S. federal government’s primary small-business lending initiative, providing partially guaranteed loans through private lenders to help entrepreneurs start, acquire, or expand their businesses.
-
E.
SURE-P (Subsidy Reinvestment and Empowerment Programme)
SURE-P (Subsidy Reinvestment and Empowerment Programme) was a Nigerian government social safety net and infrastructure intervention initiative designed to channel savings from fuel subsidy reductions into job creation, social services, and public works projects.
- 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: Export Credit Guarantee Program (GSM-102) Triple: [Foreign Agricultural Service, administers, Export Credit Guarantee Program (GSM-102)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Export Credit Guarantee Program (GSM-102) Target entity description: 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.
-
A.
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.
-
B.
COSME loan guarantee facility
The COSME loan guarantee facility is an EU program that helps small and medium-sized enterprises access finance by providing guarantees and counter-guarantees to financial intermediaries.
-
C.
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.
-
D.
Small Business Administration 7(a) Loan Program
The Small Business Administration 7(a) Loan Program is the U.S. federal government’s primary small-business lending initiative, providing partially guaranteed loans through private lenders to help entrepreneurs start, acquire, or expand their businesses.
-
E.
SURE-P (Subsidy Reinvestment and Empowerment Programme)
SURE-P (Subsidy Reinvestment and Empowerment Programme) was a Nigerian government social safety net and infrastructure intervention initiative designed to channel savings from fuel subsidy reductions into job creation, social services, and public works projects.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e7d3f5c8190bf01bef5d263ca26 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6850f9ae4819094599b48d8d3a074 |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f685dd1a88819096e40711f10d898a |
completed | May 2, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68884ed348190a1b2c89b1d655fa9 |
completed | May 2, 2026, 11:28 p.m. |
Created at: April 9, 2026, 5:30 p.m.