Triple

T18302660
Position Surface form Disambiguated ID Type / Status
Subject Universal Service Fund contributions from telecommunications providers E438393 entity
Predicate funds P154 FINISHED
Object Universal Service Fund — NE NERFINISHED

How this triple was built (2 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: [Universal Service Fund contributions from telecommunications providers, funds, Universal Service Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universal Service Fund
Context triple: [Universal Service Fund contributions from telecommunications providers, funds, Universal Service Fund]
  • A. Universal Service Fund chosen
    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.
  • B. Universal Service Fund contributions from telecommunications providers
    Universal Service Fund contributions from telecommunications providers are mandatory payments collected from phone and broadband companies to finance federal programs that make telecommunications services more affordable and accessible.
  • C. Universal Service Administrative Company
    The Universal Service Administrative Company is a nonprofit organization that manages federal universal service support programs that help make telecommunications and broadband services affordable and accessible across the United States.
  • D. National Health Insurance Fund
    The National Health Insurance Fund is a public health financing body that collects and manages insurance contributions to pay for citizens’ medical services and support healthcare-related initiatives.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50180ac48819090e9a8f11ba10c3d completed April 19, 2026, 4:23 p.m.
Created at: April 10, 2026, 10:35 a.m.