Triple

T12126386
Position Surface form Disambiguated ID Type / Status
Subject Medicare (Australia) E288820 entity
Predicate fundingSource P67 FINISHED
Object Medicare levy
The Medicare levy is an Australian tax surcharge on individual taxable income that helps fund the country’s public healthcare system.
E963032 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 levy | Statement: [Medicare (Australia), fundingSource, Medicare levy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare levy
Context triple: [Medicare (Australia), fundingSource, Medicare levy]
  • A. National Insurance contributions
    National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
  • B. MediSave
    MediSave is Singapore’s compulsory national medical savings scheme that allows individuals to set aside part of their income to pay for their own and approved dependants’ healthcare expenses.
  • C. Goods and Services Tax (Australia)
    Goods and Services Tax (Australia) is a broad-based value-added tax introduced in 2000 that applies to most goods and services consumed in Australia.
  • D. Medicare (Canada)
    Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
  • E. 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.
  • 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 levy
Triple: [Medicare (Australia), fundingSource, Medicare levy]
Generated description
The Medicare levy is an Australian tax surcharge on individual taxable income that helps fund the country’s public healthcare system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare levy
Target entity description: The Medicare levy is an Australian tax surcharge on individual taxable income that helps fund the country’s public healthcare system.
  • A. National Insurance contributions
    National Insurance contributions are mandatory payments made by workers and employers in the United Kingdom that help fund state benefits and public services, including healthcare and pensions.
  • B. MediSave
    MediSave is Singapore’s compulsory national medical savings scheme that allows individuals to set aside part of their income to pay for their own and approved dependants’ healthcare expenses.
  • C. Goods and Services Tax (Australia)
    Goods and Services Tax (Australia) is a broad-based value-added tax introduced in 2000 that applies to most goods and services consumed in Australia.
  • D. Medicare (Canada)
    Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
  • E. 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.
  • 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.