Triple
T12126387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medicare (Australia) |
E288820
|
entity |
| Predicate | fundingSource |
P67
|
FINISHED |
| Object | Medicare levy surcharge |
E963032
|
NE FINISHED |
How this triple was built (2 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 surcharge | Statement: [Medicare (Australia), fundingSource, Medicare levy surcharge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Medicare levy surcharge Context triple: [Medicare (Australia), fundingSource, Medicare levy surcharge]
-
A.
Medicare levy
chosen
The Medicare levy is an Australian tax surcharge on individual taxable income that helps fund the country’s public healthcare system.
-
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.
Pharmaceutical Benefits Scheme
The Pharmaceutical Benefits Scheme is an Australian government program that subsidises the cost of prescription medicines to make them more affordable for residents.
-
D.
Medicare late enrollment penalty
The Medicare late enrollment penalty is an added monthly cost that permanently increases your Medicare premiums if you delay signing up for coverage when first eligible and don’t qualify for an exception.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69f60a79dd148190835c2679fb2df3b1 |
completed | May 2, 2026, 2:30 p.m. |
Created at: April 8, 2026, 9:49 p.m.