Course 7 · Reading the Data

What Provenance and Receipts Mean

什么是可验证的金融数据

What Provenance and Receipts Mean is Kitalpha Course 7: 5 lessons, about 1.5 hours, free. Every lesson is anchored to a live Kitalpha record (Kitalpha receipts and the signing key, the FOMC and WPSR briefs, and Gate Watch fund filings). General educational information only.

What makes a financial record checkable: how a claim is tied to a verbatim evidence span, what a content hash and an Ed25519 signature attest and what they leave open, how to verify a receipt on the public ledger, and why Kitalpha publishes its refusals. Five lessons on live receipts, briefs and Gate Watch filings.

By — Founder, Kitalpha Finance · Passed Level I of the CFA Program
Published 17 September 2026
Free about 1.5 hours 5 lessons · 45 min No prerequisites

What you will be able to do

  1. Define data provenance, and tell an evidence sentence apart from an assertion on a live Kitalpha brief.
  2. Explain what a content hash and an Ed25519 signature attest — origin and integrity — and name what they leave open.
  3. Read a Kitalpha receipt: its ledger id, content hash, public key and the brief it signs, and say what each field is for.
  4. Verify a receipt against the public ledger and the published key, and state what a passing check establishes.
  5. Distinguish a signed record from a true or accurate one, using the brief's groundedness figure as a separate measure of support.
  6. Describe an honest-refusal state on Gate Watch and a held or refused brief edition, and explain why each is published rather than hidden.

Audience: Anyone who reads a Kitalpha brief, receipt or Gate Watch page and wants to know what a signature, a hash, an evidence sentence or a refusal state does and does not establish. No prior knowledge of cryptography, accounting or securities filings is assumed.

Lessons

  1. 01
    What provenance is: a claim, its source span and the receipt that binds them

    Concept: provenance as a checkable chain from claim to source · 9 min

  2. 02
    The signature: what a receipt proves and what it leaves open

    Concept: what a digital signature proves · 9 min

  3. 03
    Live verification: what a receipt's badge does and does not establish

    Concept: live verification of a receipt · 9 min

  4. 04
    Accession-linked evidence: where a Gate Watch figure comes from

    Concept: accession-linked evidence · 9 min

  5. 05
    Honest refusal: when the record says it cannot say

    Concept: honest refusal · 9 min

Mastery task

The course ends with a transfer task: 6 items on the newest Kitalpha record you have not seen, pass mark 80%. On a fail, the missed items map to their lessons and a review of those lessons is scheduled before a retake. A completion page is issued only on mastery. Go to the mastery task →

Optional: plan your study (once)

Write when, where and how you will study, plus one obstacle and how you will get past it. Stored on this device only.

Weekly digest

One email a week. Every line receipted.

One weekly digest of receipted briefs, calendar, and Gate Watch changes; unsubscribe anytime.

Double opt-in: we send one confirmation link and nothing else until you click it. Sent by Kitalpha Finance (D & W Investment and Consulting Group Pty Ltd, ABN 71 677 106 268, Brisbane). Every email carries a working unsubscribe link. General information only — not financial advice. Privacy.