Triple

T5765671
Position Surface form Disambiguated ID Type / Status
Subject Medicare Part D E127207 entity
Predicate targetPopulation P860 FINISHED
Object Medicare beneficiaries
Medicare beneficiaries are individuals, primarily aged 65 and older or with certain disabilities, who are enrolled in the U.S. federal health insurance program Medicare.
E544645 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 beneficiaries | Statement: [Medicare Part D, targetPopulation, Medicare beneficiaries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare beneficiaries
Context triple: [Medicare Part D, targetPopulation, Medicare beneficiaries]
  • A. Medicare
    Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
  • B. Medicare trust funds
    Medicare trust funds are federal financial accounts that collect dedicated revenues and disburse payments to support the Medicare program’s health coverage for eligible beneficiaries.
  • C. Medicare Part A
    Medicare Part A is the U.S. federal health insurance program component that primarily covers inpatient hospital, skilled nursing facility, hospice, and some home health care services for eligible older adults and certain disabled individuals.
  • D. Medicare Part B
    Medicare Part B is the component of the U.S. federal health insurance program that helps cover medically necessary outpatient services, such as doctor visits, preventive care, and certain medical supplies for eligible beneficiaries.
  • E. Medicare (Canada)
    Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
  • 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 beneficiaries
Triple: [Medicare Part D, targetPopulation, Medicare beneficiaries]
Generated description
Medicare beneficiaries are individuals, primarily aged 65 and older or with certain disabilities, who are enrolled in the U.S. federal health insurance program Medicare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare beneficiaries
Target entity description: Medicare beneficiaries are individuals, primarily aged 65 and older or with certain disabilities, who are enrolled in the U.S. federal health insurance program Medicare.
  • A. Medicare
    Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
  • B. Medicare trust funds
    Medicare trust funds are federal financial accounts that collect dedicated revenues and disburse payments to support the Medicare program’s health coverage for eligible beneficiaries.
  • C. Medicare Part A
    Medicare Part A is the U.S. federal health insurance program component that primarily covers inpatient hospital, skilled nursing facility, hospice, and some home health care services for eligible older adults and certain disabled individuals.
  • D. Medicare Part B
    Medicare Part B is the component of the U.S. federal health insurance program that helps cover medically necessary outpatient services, such as doctor visits, preventive care, and certain medical supplies for eligible beneficiaries.
  • E. Medicare (Canada)
    Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0296fa3e881909359bc39892ccc18 completed March 22, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e59c2d0819091101dea300e1d7e completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c089b27f9c8190ab7973e85fbf13e9 completed March 23, 2026, 12:30 a.m.
NED2 Entity disambiguation (via description) batch_69c08a2dc2a08190a762c4373eeb1ddf completed March 23, 2026, 12:32 a.m.
Created at: March 22, 2026, 3:49 p.m.