Product Naming Intelligence

TM-217 — Banners Hallmark Classification Foundation
Phase 10A — Dictionary & Grammar
Dictionary entries—
Active—
Verified—
Strong—
Provisional—
Grammars—
Grammar coverage—
Naming Dictionary
Naming Grammar
Intelligence Findings
Intelligence Runs
TokenMeaningTypeVendor Scope ParameterExpected ValueUPCsEvidenceStatus
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GrammarTemplateVendor ScopeProduct Family AttributesUPC CoverageEvidenceStatusVer
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Intelligence Findings

The findings engine — which compares naming-derived expected values against stored classifications in product_vendor_lookup — will be implemented in Phase 10B.

Phase 10B will introduce the naming_intelligence_findings table and a scan interface showing confirmed errors, suspected errors, schema gaps, and ambiguous cases by rule.

Phase 10B — Not yet implemented

Intelligence Runs

Execution history, run monitoring, and correction-batch tracking will be implemented in Phase 10B alongside the findings engine.

The naming_intelligence_runs table will record each validation pass: rules applied, UPCs scanned, conflicts found, corrections staged, and execution timestamps.

Phase 10B — Not yet implemented