Decide whether a page is YMYL and which blocks fire

Judges: A page's topic, claims, and vertical. Questions: noul:affects_health_finance_safety; choice:block_set - author_bio, medical_review, why_trust, key_takeaways, glossary, references, currency_stamps; score:claim_density - low (1) to high (5). Action: Code fires the always-on

STop tier. Meets A, and the payoff is major with high confidence.5.18

Key facts

Vertical
Agencies, media & creators
Function
SEO & AI search
Status
Idea
Volume
routine
Value
major
Risk
high
Evidence
—
Flags
human-review

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Decide whether a page is YMYL and which blocks fire”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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