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.