Triple
T4425987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | E-Rate program |
E95210
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Universal Service Fund
The Universal Service Fund is a U.S. federal program that subsidizes telecommunications and broadband services to ensure affordable access for schools, libraries, rural health care providers, and low-income consumers.
|
E438389
|
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: Universal Service Fund | Statement: [E-Rate program, partOf, Universal Service Fund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universal Service Fund Context triple: [E-Rate program, partOf, Universal Service Fund]
-
A.
National Credit Union Share Insurance Fund
The National Credit Union Share Insurance Fund is a U.S. government-backed fund that insures members’ deposits in federally insured credit unions, similar to how the FDIC protects bank deposits.
-
B.
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.
-
C.
Rural Utilities Service
The Rural Utilities Service is a U.S. Department of Agriculture agency that provides financing and support for infrastructure and utility services—such as electricity, water, and telecommunications—in rural communities.
-
D.
National Credit Union Administration
The National Credit Union Administration is an independent U.S. federal agency that charters, regulates, and insures federal credit unions and their members’ deposits.
-
E.
Bell Fibe
Bell Fibe is a Canadian telecommunications service offering high-speed fiber-optic internet and IPTV, marketed under BCE Inc.’s Bell brand.
- 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: Universal Service Fund Triple: [E-Rate program, partOf, Universal Service Fund]
Generated description
The Universal Service Fund is a U.S. federal program that subsidizes telecommunications and broadband services to ensure affordable access for schools, libraries, rural health care providers, and low-income consumers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universal Service Fund Target entity description: The Universal Service Fund is a U.S. federal program that subsidizes telecommunications and broadband services to ensure affordable access for schools, libraries, rural health care providers, and low-income consumers.
-
A.
National Credit Union Share Insurance Fund
The National Credit Union Share Insurance Fund is a U.S. government-backed fund that insures members’ deposits in federally insured credit unions, similar to how the FDIC protects bank deposits.
-
B.
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.
-
C.
Rural Utilities Service
The Rural Utilities Service is a U.S. Department of Agriculture agency that provides financing and support for infrastructure and utility services—such as electricity, water, and telecommunications—in rural communities.
-
D.
National Credit Union Administration
The National Credit Union Administration is an independent U.S. federal agency that charters, regulates, and insures federal credit unions and their members’ deposits.
-
E.
Bell Fibe
Bell Fibe is a Canadian telecommunications service offering high-speed fiber-optic internet and IPTV, marketed under BCE Inc.’s Bell brand.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3554e40ec8190982acc0948da2f42 |
completed | March 13, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f633a69c8190b062c2a78b0f8319 |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f6bcfa0481909d07ffb2a975a350 |
completed | March 15, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f733c660819081c68dc3ec342e12 |
completed | March 15, 2026, 12:02 a.m. |
Created at: March 12, 2026, 11:30 p.m.