Record, PRV, bronze and silver
PRV-23892
Received 2026-07-23T17:27:09Z, line 77,446 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 | Lauren | Lauren | Unchanged |
| Middle | H. | H | Changed |
| Last name | Shaw | Shaw | Unchanged |
| Date of birth | 08/15/1997 | 1997-08-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-70188-66 | UHC-70188-66 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 601-416-9084·· | 6014169084 | Parsed |
| N/A | — | Cleared | |
| Address | 2823 Spring Street | 2823 Spring St | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | California | CA | Changed |
| ZIP | 90095·· | 90095 | Changed |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- lauren|shaw
- Address key
- 2823|spring|90095
- Canonical first
- lauren
Quality flags
7 raised during normalisation
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-55895 | 0.99 | Scored | — | Auto-linked |
| PRV-23893 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413401 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413400 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019249
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lauren Shaw, 1997-08-15, 4 records, Verified
Evidence
Matched against TPA-55895
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1e6ac830c72026-10-22 12:43:54, scoring_agentidentity id MBR-019249, confidence 0.995, method probabilistic, matched record TPA-55895, policy version 1
- Record linked automatically7f41f4a9952026-10-19 19:54:38, scoring_agentidentity id MBR-019249, confidence 0.995, method probabilistic, matched record TPA-55895, policy version 1
- Record linked automaticallycae26649d62026-10-19 19:52:09, scoring_agentidentity id MBR-019249, confidence 0.995, method probabilistic, matched record TPA-55895, policy version 1
- Record linked automatically7067c9b7072026-10-19 19:45:42, scoring_agentidentity id MBR-019249, confidence 0.995, method probabilistic, matched record TPA-55895, policy version 1
- Record linked automatically063f668f232026-10-19 19:32:31, scoring_agentidentity id MBR-019249, confidence 0.995, method probabilistic, matched record TPA-55895, policy version 1
- Record linked automatically802d249af22026-10-19 19:31:28, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record ENR-117452, policy version 1