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audit-er-results

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Assess and enhance entity resolution match results with quality checks

Data & Analytics#quality control#data quality#audit#entity resolution#false negatives
Authorthegoodparty
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides comprehensive analysis for entity resolution match results, ensuring quality in coverage, identifying false positives and negatives, and guiding improvements.

Core Features & Use Cases

  • Coverage Analysis: Evaluate the match rates and cluster sizes to assess overall match quality.
  • Low-Confidence Review: Examine ambiguous match pairs with close probability scores for potential misclassifications.
  • False Negative Review: Investigate non-matches for missed opportunities, considering provider-specific issues.
  • Regression Check: Confirm existing matches remain accurate after any changes.
  • Recommendations Compilation: Provide actionable advice on blocking rules, comparison thresholds, and post-prediction filters.

Quick Start

Perform an audit of the entity resolution match results for the 'candidacy_stage' entity.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: audit-er-results
Download link: https://github.com/thegoodparty/gp-data-platform/archive/main.zip#audit-er-results

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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