Record, PRV, bronze and silver
PRV-27209
Received 2026-06-11T01:07:33Z, line 58,501 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 | KELLY | Kelly | Changed |
| Middle | — | — | Unchanged |
| Last name | MUNOZ | Munoz | Changed |
| Date of birth | 19710706 | 1971-07-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·16109535292 | 6109535292 | Parsed |
| kelly.munoz@outlook.com | kelly.munoz@outlook.com | Unchanged | |
| Address | 997 BAYSHORE DR | 997 Bayshore Dr | Changed |
| City | ·Tempe | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85247-4738 | 85247 | Changed |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.60
- Name key
- kelly|munoz
- Address key
- 997|bayshore|85247
- Canonical first
- kelly
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-424503 | 1.00 | Scored | — | Auto-linked |
| CLM-424504 | 1.00 | Scored | — | Auto-linked |
| ENR-132035 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025636
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Munoz, 1971-07-06, 4 records, Verified
Evidence
Matched against CLM-424503
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0a6502e8c02026-10-22 12:43:54, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record CLM-424503, policy version 1
- Record linked automatically30984d39232026-10-19 19:54:38, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record CLM-424503, policy version 1
- Record linked automatically1be785b2522026-10-19 19:52:09, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record CLM-424503, policy version 1
- Record linked automaticallyf48d43db6c2026-10-19 19:45:42, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record CLM-424503, policy version 1
- Record linked automaticallyce341198da2026-10-19 19:32:31, scoring_agentidentity id MBR-025636, confidence 1, method probabilistic, matched record CLM-424503, policy version 1
- Record linked automatically79773383612026-10-19 19:31:28, matching_agentidentity id MBR-025898, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132162