Triple

T18302489
Position Surface form Disambiguated ID Type / Status
Subject Universal Service Fund E438389 entity
Predicate hasComponentProgram P17453 FINISHED
Object High Cost program
The High Cost program is a federal telecommunications subsidy initiative that helps ensure affordable phone and broadband service in rural and other high-cost areas of the United States.
E95211 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: High Cost program | Statement: [Universal Service Fund, hasComponentProgram, High Cost program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: High Cost program
Context triple: [Universal Service Fund, hasComponentProgram, High Cost program]
  • A. Essential Plan program
    The Essential Plan program is a New York State health insurance option that offers low-cost or no-cost coverage to eligible lower-income residents who do not qualify for Medicaid.
  • B. Extra Help program
    The Extra Help program is a federal assistance initiative that helps low-income Medicare beneficiaries pay for their Medicare Part D prescription drug costs, including premiums, deductibles, and copayments.
  • C. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • D. Cross‑Servicing Program
    The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
  • E. Multiple Award Schedules Program
    The Multiple Award Schedules Program is a U.S. federal government contracting vehicle that provides pre-negotiated, long-term governmentwide contracts for commercial products and services to streamline procurement.
  • 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: High Cost program
Triple: [Universal Service Fund, hasComponentProgram, High Cost program]
Generated description
The High Cost program is a federal telecommunications subsidy initiative that helps ensure affordable phone and broadband service in rural and other high-cost areas of the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: High Cost program
Target entity description: The High Cost program is a federal telecommunications subsidy initiative that helps ensure affordable phone and broadband service in rural and other high-cost areas of the United States.
  • A. Essential Plan program
    The Essential Plan program is a New York State health insurance option that offers low-cost or no-cost coverage to eligible lower-income residents who do not qualify for Medicaid.
  • B. Extra Help program
    The Extra Help program is a federal assistance initiative that helps low-income Medicare beneficiaries pay for their Medicare Part D prescription drug costs, including premiums, deductibles, and copayments.
  • C. Lifeline program chosen
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • D. Cross‑Servicing Program
    The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
  • E. Multiple Award Schedules Program
    The Multiple Award Schedules Program is a U.S. federal government contracting vehicle that provides pre-negotiated, long-term governmentwide contracts for commercial products and services to streamline procurement.
  • F. None of above.

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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50180ac48819090e9a8f11ba10c3d completed April 19, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb5ff1e0819089602e4a0942582d completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bd7388f48190bc4248b999053a21 completed May 12, 2026, 11:53 p.m.
NED2 Entity disambiguation (via description) batch_6a03be6ec6208190858af9401f33ead6 completed May 12, 2026, 11:57 p.m.
Created at: April 10, 2026, 10:35 a.m.