---
title: "Fuzzy-Match Calibration Scorer"
method: POST
path: "/v1/tools/score_fuzzy_match_calibration"
tags: ["sanctions", "fuzzy-match", "calibration", "model-governance", "wolfsberg", "AML", "screening"]
---

# Fuzzy-Match Calibration Scorer

`POST /v1/tools/score_fuzzy_match_calibration`

## Request

- Base URL: `https://ainumbers.co`
- URL: `https://ainumbers.co/v1/tools/score_fuzzy_match_calibration`
- Auth: none declared

FPR/recall/F1 scoring and threshold calibration for sanctions fuzzy-match engines. Levenshtein, Jaro-Winkler, and Phonetic algorithms. Wolfsberg-aligned. Synthetic name pairs only — zero PII.

**Tool URL:** https://ainumbers.co/chaingraph/art-93-fuzzy-match-calibration-scorer.html
**AP2/Policy Mandate export:** yes

## Request body

- object
  - `engine` unknown
  - `synthetic_pairs` unknown

## Response `200`

Successful tool execution result

- object: Tool execution result payload

---

[API](https://skmtc.dev/ainumbers/apis/ainumbers-co-fintech-intelligence-suite.md) · [All operations](https://skmtc.dev/ainumbers/apis/ainumbers-co-fintech-intelligence-suite/llms.txt) · [OpenAPI document](https://skmtc.dev/ainumbers/apis/ainumbers-co-fintech-intelligence-suite/revisions/b462e4f5bb28?raw)