OP Now
DATA GOVERNANCE

Methodology & Provenance Standards

Public hospital information must be held to the highest standard of verification. We classify all data into transparent provenance tiers to ensure patients always understand the source and confidence of every piece of guidance.

The 4 Provenance Tiers

🛡️ VERIFIED

Physically Audited / Source-Derived

Derived directly from on-site physical hospital notice boards, verified administrative circulars, or deterministic calculations from verified timetables. Pre-publication verification gate required before publication.

👥 COMMUNITY-REPORTED

Civic Submissions (Pending Review)

Submitted anonymously by hospital visitors or patients. These function as audit triggers and are never promoted to verified truth without manual physical verification.

🧪 EXPERIMENTAL

Product Laboratory Features

Algorithmic or date-aware prototypes undergoing web evaluation (e.g. WEB-EXP-001 "Is OP Open Today?"). Clearly disclosed as experimental guidance.

❓ UNKNOWN

Unconfirmed Guidance

Services or timings for which verified data does not currently exist. We transparently mark these as unknown rather than synthesizing or guessing values.