---
title: "fak conflation scorecard - the provenance-honesty stick"
description: "fak's deterministic conflation scorecard: does every number and status fak reports label its provenance - WITNESSED (a fact fak authored) vs OBSERVED (a value relayed from an external party) - folded into a conflation-debt count."
---

# Conflation / provenance-honesty scorecard

_Auto-generated by `tools/conflation_scorecard.py`. Do not hand-edit; re-run the tool._

**Grade A** - score 100.0 - conflation_debt **0** - 2 reporting surface(s) - 6 external-value string(s)

The law: every reported number/status labels its provenance  -  WITNESSED (a fact fak authored) vs OBSERVED (a value fak relays from an external party)  -  and a bad OBSERVED value is never blamed on a fak action unless a witnessed signal proves the fault is fak's.

| KPI | score | detail |
|---|---|---|
| provenance_labeled | 100 | 6/6 external-value strings carry a provenance label |
| no_false_attribution | 100 | no observed-miss-blamed-on-fak prose |
| fault_signal_isolated | 100 | fault signal isolated where families mix provenance |
