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.