Record, PRV, bronze and silver
PRV-21573
Received 2026-05-11T00:00:39Z, line 920 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 | ·WALTER | Walter | Changed |
| Middle | X | X | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 19760506 | 1976-05-06 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 5095932183 | 5095932183 | Unchanged |
| WALTER.ESPINOZA@GMAIL.COM | walter.espinoza@gmail.com | Changed | |
| Address | 9590 Bayshore Dr·· | 9590 Bayshore Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85229 | 85229 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- walter|espinoza
- Address key
- 9590|bayshore|85229
- Canonical first
- walter
Quality flags
6 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)
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-405432 | 1.00 | Scored | — | Auto-linked |
| CLM-405433 | 1.00 | Scored | — | Auto-linked |
| PRV-21574 | 1.00 | Scored | — | Auto-linked |
| CLM-405431 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028988
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Walter Espinoza, 1976-05-06, 5 records, Verified
Evidence
Matched against CLM-405431
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically66c70186b42026-10-19 19:54:38, scoring_agentidentity id MBR-028988, confidence 1, method probabilistic, matched record CLM-405431, policy version 1
- Record linked automaticallye5273e19292026-10-19 19:52:09, scoring_agentidentity id MBR-028988, confidence 1, method probabilistic, matched record CLM-405431, policy version 1
- Record linked automatically8c3c4ce8212026-10-19 19:45:42, scoring_agentidentity id MBR-028988, confidence 1, method probabilistic, matched record CLM-405431, policy version 1
- Record linked automaticallyab864218ad2026-10-19 19:32:31, scoring_agentidentity id MBR-028988, confidence 1, method probabilistic, matched record CLM-405431, policy version 1
- Record linked automaticallya447168d222026-10-19 19:31:28, scoring_agentidentity id MBR-005149, confidence 1, method probabilistic, matched record CLM-405268, policy version 1