Record, PRV, bronze and silver
PRV-23939
Received 2026-01-13T20:45:17Z, line 77,208 of the PRV feed
PRVScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Heather S | Heather | Changed |
| Middle | — | S | Changed |
| Last name | Ramirez | Ramirez | Unchanged |
| Date of birth | 1985-09-07 | 1985-09-07 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (675) 669-5687 | 6756695687 | Parsed |
| heather.ramirez@yahoo.com | heather.ramirez@yahoo.com | Unchanged | |
| Address | 3843 MAIN ST | 3843 Main St | Changed |
| City | ·PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | N/A·· | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- heather|ramirez
- Address key
- 3843|main|plano
- Canonical first
- heather
Quality flags
8 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-117798 | 0.94 | Scored | — | Auto-linked |
| TPA-55977 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004084
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Heather Ramirez, 1985-09-07, 3 records, Verified
Evidence
Matched against ENR-117798
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically29745715a12026-10-19 19:54:38, scoring_agentidentity id MBR-004084, confidence 0.945, method probabilistic, matched record ENR-117798, policy version 1
- Record linked automatically8c38bf05ea2026-10-19 19:52:08, scoring_agentidentity id MBR-004084, confidence 0.945, method probabilistic, matched record ENR-117798, policy version 1
- Record linked automaticallya2e4131df92026-10-19 19:45:42, scoring_agentidentity id MBR-004084, confidence 0.945, method probabilistic, matched record ENR-117798, policy version 1
- Record linked automatically7054a4215c2026-10-19 19:32:31, scoring_agentidentity id MBR-004084, confidence 0.945, method probabilistic, matched record ENR-117798, policy version 1