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.