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TellmeTruth, open source ledger mapping institutional claims to traceable data

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#open source#data transparency#financial accountability
⚡ TL;DR · AI summary

TellmeTruth has developed an open-source ledger called BA Score that maps institutional claims to traceable data. The score reflects the ratio of verified beneficiary receipts to claimed distributions, allowing for transparency in financial flows and program reach. The methodology is fully documented and encourages scrutiny, with scores being versioned and open to challenge based on new data.

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Tellmetruth
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BA Score = Σ(verified beneficiary receipt) ÷ Σ(claimed distribution) BA Score produces a single number. Here is what it means: verified receipt divided by claimed distribution. Each score is built from weighted dimensions — financial flows, program reach, independent audit findings, beneficiary survey data — scored 0 to 1 and averaged. The confidence band reflects source tier uncertainty: a narrow band means the evidence is consistent. A wide band means it is not. Both are honest answers. The weights, component definitions, source tier hierarchy, and confidence band calculation are fully documented. You can replicate any score with a spreadsheet. That is intentional. The mechanism is not ours to hoard.

Excerpt limited to ~120 words for fair-use compliance. The full article is at Tellmetruth.

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