# FACT-Ray worked examples

> GAMMA-Ray v0.0.155 (beta, for review; every rating is experimental). Three worked examples of FACT-Ray, scored by the scorer at each build: a level on a Spectrum card, a paragraph of a news story, and a claim signed by a panel.
> Page: https://gamma-ray.sgit.ai/fact-ray/examples/ · Source: content/fact-ray/examples/index.md


FACT-Ray 0.1 beta (provisional) · built inside GAMMA-Ray first; it will move to its own site

Each example is scored by the same scorer that scores the cards, at every build. Change a table and these change with it.

## A level on a Spectrum card

*Live: taken from a published card at this build.*

The fact: **"Its actions are logged"**, read from the words "every finding and fix is logged from detection to verified fix", on [AISLE platform](../../spectrum/cards/aisle-platform/index.md) (indicator `I41`, an operation fact).

| Axis | Read as | Why |
|---|---|---|
| Source | S1 Discovered | An agent (`gamma.studio@web-summit.dinis`) read [the public page](https://aisle.com/enterprise) and interpreted it. The company has not said it to us. |
| Record | R5 Reviewed | The page was captured and hashed (sha256 `dff44af85ee36354`, read 2026-11-10), and a reviewer other than the producer went through the scan. |
| Accountability | A1 ×3 | Checked by `gamma.review@web-summit.dinis` and `gamma.approve@web-summit.dinis`: same model family, shared repository. No human. |

The matrix gives S1 by R5 = **High**. Accountability A1 caps it at **Moderate**. The fact reads **π Moderate · S1·R5·A1 ×3**.

## A paragraph of a news story

*Illustrative: no real party. It shows how the tables behave.*

| The fact | Kind | Each claim: who says it, how recorded, who stands behind it | The fact reads |
|---|---|---|---|
| The company employs 40 people. | statement | press office: S2·R3·A2 ×2 (reporter and desk editor, same newsroom); matrix Moderate<br>company registry filing: S4·R4·A2 ×2 (reporter and desk editor, same newsroom); matrix Strong, capped at High by A2 | **π High+ · S4·R4·A2 ×2** (corroborated) |
| Its agent approves refunds without a person in the loop. | operation | product page: S2·R4·A2 ×2 (reporter and desk editor, same newsroom); matrix High<br>**Disagrees.** a customer, operations lead: S3·R3·A2 ×2 (reporter and desk editor, same newsroom); matrix High | **π High! · S2·R4·A2 ×2** (contested: both claims are shown) |
| A former employee says the launch was rushed. | statement | anonymous source, attributed to the newsroom: S3·R2·A2 ×2 (reporter and desk editor, same newsroom); matrix Moderate | **π Moderate · S3·R2·A2 ×2** |
| No figure for its revenue was found. | statement | no claim | **no data** (not a no) |

**The parent shows the distribution, never an average:** 4 facts: 1 High+, 1 High, 1 Moderate, 1 no data, 1 contested.

## A medical-style claim signed by a panel

*Illustrative: no real party. It shows how the tables behave.*

| The fact | Kind | Each claim: who says it, how recorded, who stands behind it | The fact reads |
|---|---|---|---|
| Recommendation 4 reflects the cited trial. | statement | a professional society's guideline panel: S4·R5·A5 ×5 (five licensed physicians from five hospitals); matrix Strong | **π Strong · S4·R5·A5 ×5** |
| The same recommendation, before anyone but its author had read it. | statement | the drafting author: S4·R4·A0 (nobody but the producer); matrix Strong, capped at Low by A0 | **π Low · S4·R4·A0** |

**The parent shows the distribution, never an average:** 2 facts: 1 Strong, 1 Low.

## What these show

- A subject's word on its own page (S2 · R4) reads High once a human has checked it, and is still contested when a customer on the record says otherwise. Both claims stay on the page.
- For an operation fact, a claim below R4 is shown and does not satisfy the fact.
- An anonymous source is recorded as S3 at R2, attributed to the newsroom.
- The same authority reads Strong when a panel of independent signers stands behind it, and Low when nobody but its author has read it.
- "No data" has no band. It is not a no.

A real article from newsroom.sgit.ai, scored sentence by sentence, is the next example and is not done yet.


[The standard](../../fact-ray/standard/index.md) · [The matrix](../../fact-ray/matrix/index.md) · [The actors](../../fact-ray/actors/index.md) · [Well-known files](../../fact-ray/well-known/index.md) · [Examples](../../fact-ray/examples/index.md) · [Where it is applied](../../fact-ray/applied/index.md)