Triple

T22450406
Position Surface form Disambiguated ID Type / Status
Subject Medicare Plan Finder E554973 entity
Predicate domain P87 FINISHED
Object Medicare cost plans
Medicare cost plans are a type of Medicare health plan that combines features of Original Medicare and Medicare Advantage, allowing enrollees to receive care from a plan’s network while retaining the option to use out-of-network providers under Original Medicare.
E23655 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: Medicare cost plans | Statement: [Medicare Plan Finder, domain, Medicare cost plans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare cost plans
Context triple: [Medicare Plan Finder, domain, Medicare cost plans]
  • A. Medicare Part C
    Medicare Part C, also known as Medicare Advantage, is a program through which private insurance plans provide Medicare-covered benefits and often additional services to eligible beneficiaries.
  • B. Medicare Plan Finder tool
    The Medicare Plan Finder tool is an online resource provided by the U.S. government that helps people with Medicare compare and choose Medicare health and drug plans based on cost, coverage, and other preferences.
  • C. Medicare Coverage Database
    The Medicare Coverage Database is an online resource maintained by the Centers for Medicare & Medicaid Services that provides detailed information on national and local Medicare coverage policies and determinations.
  • D. Medicare Savings Programs
    Medicare Savings Programs are state-run initiatives that help low-income Medicare beneficiaries pay some or all of their Medicare premiums, deductibles, and coinsurance.
  • E. Medicare Part D
    Medicare Part D is the U.S. federal program that provides outpatient prescription drug coverage to Medicare beneficiaries through private insurance plans.
  • 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: Medicare cost plans
Triple: [Medicare Plan Finder, domain, Medicare cost plans]
Generated description
Medicare cost plans are a type of Medicare health plan that combines features of Original Medicare and Medicare Advantage, allowing enrollees to receive care from a plan’s network while retaining the option to use out-of-network providers under Original Medicare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare cost plans
Target entity description: Medicare cost plans are a type of Medicare health plan that combines features of Original Medicare and Medicare Advantage, allowing enrollees to receive care from a plan’s network while retaining the option to use out-of-network providers under Original Medicare.
  • A. Medicare Part C chosen
    Medicare Part C, also known as Medicare Advantage, is a program through which private insurance plans provide Medicare-covered benefits and often additional services to eligible beneficiaries.
  • B. Medicare Plan Finder tool
    The Medicare Plan Finder tool is an online resource provided by the U.S. government that helps people with Medicare compare and choose Medicare health and drug plans based on cost, coverage, and other preferences.
  • C. Medicare Coverage Database
    The Medicare Coverage Database is an online resource maintained by the Centers for Medicare & Medicaid Services that provides detailed information on national and local Medicare coverage policies and determinations.
  • D. Medicare Savings Programs
    Medicare Savings Programs are state-run initiatives that help low-income Medicare beneficiaries pay some or all of their Medicare premiums, deductibles, and coinsurance.
  • E. Medicare Part D
    Medicare Part D is the U.S. federal program that provides outpatient prescription drug coverage to Medicare beneficiaries through private insurance plans.
  • 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4ae8a08190ba6027f036ce62af completed April 29, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c79028c8190bcefe8549a81f777 completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0d10a50881909fb586a3c529623d completed May 18, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0daf9bac819086166985458f6742 completed May 18, 2026, 1:01 p.m.
Created at: April 16, 2026, 8:48 p.m.