Triple

T12126401
Position Surface form Disambiguated ID Type / Status
Subject Medicare (Australia) E288820 entity
Predicate hasComponent P35 FINISHED
Object Medicare Benefits Schedule
The Medicare Benefits Schedule is an Australian government list that sets out the medical services subsidized under the national public health insurance system and the fees used to calculate Medicare rebates.
E963033 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 Benefits Schedule | Statement: [Medicare (Australia), hasComponent, Medicare Benefits Schedule]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare Benefits Schedule
Context triple: [Medicare (Australia), hasComponent, Medicare Benefits Schedule]
  • A. 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.
  • B. 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.
  • C. National Coverage Determinations
    National Coverage Determinations are nationwide Medicare policies that define whether and under what conditions specific medical services, procedures, or technologies are covered for beneficiaries.
  • D. Medicare Administrative Contractors
    Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
  • E. Medicare secondary payer rules
    Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
  • 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 Benefits Schedule
Triple: [Medicare (Australia), hasComponent, Medicare Benefits Schedule]
Generated description
The Medicare Benefits Schedule is an Australian government list that sets out the medical services subsidized under the national public health insurance system and the fees used to calculate Medicare rebates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare Benefits Schedule
Target entity description: The Medicare Benefits Schedule is an Australian government list that sets out the medical services subsidized under the national public health insurance system and the fees used to calculate Medicare rebates.
  • A. 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.
  • B. 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.
  • C. National Coverage Determinations
    National Coverage Determinations are nationwide Medicare policies that define whether and under what conditions specific medical services, procedures, or technologies are covered for beneficiaries.
  • D. Medicare Administrative Contractors
    Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
  • E. Medicare secondary payer rules
    Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9157ce6b88190b16592cc48244db3 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f688ad2481909d11782c44b3217f completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdebe3fc81909a5bb23a943c3c43 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5fef775508190ab3be470821c5a50 completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:49 p.m.