Methodology

How Budget 2026 Claims Monitor evaluates in-scope claims

Budget 2026 Claims Monitor currently focuses on one specific slice of Budget 2026 scrutiny: negative gearing reform, CGT reform, and claims that these changes will materially alter founder exits or startup investment. The goal is not to score debate points or infer motive. The goal is to show what the cited evidence supports, what it does not support, and which assumptions are required to get from the source material to the public claim.

What gets evaluated

We do not attempt to cover the full Budget 2026 package. We analyse a constrained claim set where the underlying evidence should exist in budget papers, explanatory materials, ATO guidance, parliamentary bodies, or official datasets. A single post can contain several different kinds of statements, so the system separates them before assigning any verdict.

• Claims about negative gearing policy design are checked directly against the Budget Paper 2 text.
• Claims about CGT mechanics or distribution are tested against budget papers, PBO material, and related official data.
• Claims about founder or startup effects are separated into factual, calculative, and predictive components before any verdict is assigned.
• Recurring narratives are clustered only within this same policy subset.

Evaluation workflow

1. Claims are ingested with source context such as the original wording, URL, screenshot, or publication setting where available.
2. The text is decomposed into separate checkable claims, with rhetoric and narrative framing split away from factual assertions.
3. Each factual claim is matched to relevant primary sources and the most probative passages are retrieved.
4. The claim is tested against those passages, any required calculations, and any legal or definitional constraints that materially change the result.
5. A verdict is assigned with a written explanation, assumptions list, alternative framing where needed, and the specific source passages that bear the most weight.
6. Related claims are grouped into clusters so repeated assertions can be tracked and compared over time.

Evidence standard

Budget 2026 Claims Monitor is source-first. For this Budget 2026 subset, we prefer the most probative budget, tax, and distributional materials over commentary, and we prefer the most directly relevant passage over broad thematic citation. A claim is not treated as supported merely because a nearby document sounds directionally similar.

• Primary sources carry the verdict whenever they exist and are sufficiently specific.
• Passage-level context matters. A headline, summary line, or chart label is not enough if the body text narrows the meaning.
• Where a claim depends on a calculation, the calculation path should be reconstructible from the cited materials.
• Where evidence is thin, mixed, or indirect, the uncertainty is surfaced explicitly instead of hidden behind a confident badge.

Verdict categories

• supported: the claim matches the available primary sources without a material missing qualifier.
• partially supported: the core direction is borne out, but the wording overstates, understates, or compresses important nuance.
• unsupported: the most relevant primary sources contradict the claim as stated.
• unverifiable: public evidence does not presently resolve the claim in a way that meets the site’s standard.
• requires assumptions: the claim can work only under unstated assumptions, scenario choices, or legal conditions that are doing substantial hidden work.
• rhetorical: the statement is primarily interpretive, predictive, or normative rather than a checkable factual assertion.

What we do not do

Budget 2026 Claims Monitor is deliberately narrow in what it claims to resolve. Most of the Budget 2026 debate is outside scope.

• We do not attempt to cover unrelated Budget 2026 measures just because they appear in the same political argument.
• We do not infer whether the speaker believed the claim, intended to mislead, or acted in bad faith.
• We do not treat future predictions as falsifiable in the same way as present-tense factual assertions.
• We do not collapse legal, economic, and behavioural questions into one verdict when they need to be separated.
• We do not elevate secondary commentary above directly relevant primary material simply because it is easier to read.

What appears in a published check

• The original claim wording or a faithful paraphrase.
• A verdict describing the claim’s relationship to the evidence.
• A concise reasoning note explaining the decision.
• The key assumptions required for the claim to hold, if any.
• Alternative framings that are closer to what the evidence actually supports.
• Primary-source citations with the specific passages doing the work.

Editorial posture

The site is designed to be useful inside this narrow Budget 2026 policy dispute without becoming another personality-driven arena. That means the unit of analysis is the claim and the evidence trail behind it. When a claim recurs, the recurrence is itself informative, but repetition does not lower the evidence threshold.