Triple
T20750137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Farm Security and Rural Investment Act of 2002 |
E510692
|
entity |
| Predicate | authorizesProgram |
P77237
|
FINISHED |
| Object |
Rural Broadband Access Loan and Loan Guarantee Program
The Rural Broadband Access Loan and Loan Guarantee Program is a U.S. Department of Agriculture initiative that provides low-interest loans and loan guarantees to expand high-speed internet infrastructure in underserved rural communities.
|
E1449235
|
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: Rural Broadband Access Loan and Loan Guarantee Program | Statement: [Farm Security and Rural Investment Act of 2002, authorizesProgram, Rural Broadband Access Loan and Loan Guarantee Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rural Broadband Access Loan and Loan Guarantee Program Context triple: [Farm Security and Rural Investment Act of 2002, authorizesProgram, Rural Broadband Access Loan and Loan Guarantee Program]
-
A.
Rural Digital Opportunity Fund
The Rural Digital Opportunity Fund is a U.S. Federal Communications Commission program that provides funding to expand high-speed broadband access in underserved rural areas.
-
B.
Rural Area Formula Program
The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
-
C.
Rural Broadband Experiments
Rural Broadband Experiments is a Federal Communications Commission initiative that funds pilot projects to test and demonstrate ways of expanding high-speed internet access in underserved rural areas of the United States.
-
D.
E-Rate program
The E-Rate program is a U.S. federal initiative that provides discounted telecommunications, internet access, and related services to schools and libraries to support affordable connectivity for education.
-
E.
Interoperable Emergency Communications Grant Program
The Interoperable Emergency Communications Grant Program is a federal funding initiative that supports state and local efforts to improve and coordinate emergency communications systems among first responders.
- 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: Rural Broadband Access Loan and Loan Guarantee Program Triple: [Farm Security and Rural Investment Act of 2002, authorizesProgram, Rural Broadband Access Loan and Loan Guarantee Program]
Generated description
The Rural Broadband Access Loan and Loan Guarantee Program is a U.S. Department of Agriculture initiative that provides low-interest loans and loan guarantees to expand high-speed internet infrastructure in underserved rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rural Broadband Access Loan and Loan Guarantee Program Target entity description: The Rural Broadband Access Loan and Loan Guarantee Program is a U.S. Department of Agriculture initiative that provides low-interest loans and loan guarantees to expand high-speed internet infrastructure in underserved rural communities.
-
A.
Rural Digital Opportunity Fund
The Rural Digital Opportunity Fund is a U.S. Federal Communications Commission program that provides funding to expand high-speed broadband access in underserved rural areas.
-
B.
Rural Area Formula Program
The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
-
C.
Rural Broadband Experiments
Rural Broadband Experiments is a Federal Communications Commission initiative that funds pilot projects to test and demonstrate ways of expanding high-speed internet access in underserved rural areas of the United States.
-
D.
E-Rate program
The E-Rate program is a U.S. federal initiative that provides discounted telecommunications, internet access, and related services to schools and libraries to support affordable connectivity for education.
-
E.
Interoperable Emergency Communications Grant Program
The Interoperable Emergency Communications Grant Program is a federal funding initiative that supports state and local efforts to improve and coordinate emergency communications systems among first responders.
- 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_69e0b4c845e88190b4c5f3ae79291182 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c229913081908eadf716195071de |
completed | April 21, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e84489c481908fa6ecbd9bae07d1 |
completed | May 16, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_6a08e974acc08190b6d306e2d6385dd8 |
completed | May 16, 2026, 10:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08ead93acc81908f81b70cf9ce0683 |
completed | May 16, 2026, 10:08 p.m. |
Created at: April 16, 2026, 12:34 p.m.