Record, CLM, bronze and silver
CLM-408305
Received 2026-04-05T21:08:00Z, line 49,608 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | BRENDA | Brenda | Changed |
| Middle | — | — | Unchanged |
| Last name | BANKS·· | Banks | Changed |
| Date of birth | 1977-01-16 | 1977-01-16 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 339 505 7655 | 3395057655 | Parsed |
| — | — | Unchanged | |
| Address | 1732 LINCOLN WAY·· | 1732 Lincoln Way | Changed |
| City | ·Scottsdale | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85224 | 85224 | Unchanged |
| Group | GRP-6068 | GRP-6068 | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.76
- Name key
- brenda|banks
- Address key
- 1732|lincoln|85224
- Canonical first
- brenda
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-408306 | 1.00 | Scored | — | Auto-linked |
| TPA-53646 | 0.98 | Scored | — | Auto-linked |
| TPA-53645 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024194
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brenda Banks, 1977-01-16, 3 records, Verified
Evidence
Matched against CLM-408306
| 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
6 hash-chained entries for this record
- Record linked automatically38a1d03c922026-10-22 12:43:54, scoring_agentidentity id MBR-024194, confidence 1, method probabilistic, matched record CLM-408306, policy version 1
- Record linked automaticallye88180e1df2026-10-19 19:54:38, scoring_agentidentity id MBR-024194, confidence 1, method probabilistic, matched record CLM-408306, policy version 1
- Record linked automatically4d5fada4912026-10-19 19:52:09, scoring_agentidentity id MBR-024194, confidence 1, method probabilistic, matched record CLM-408306, policy version 1
- Record linked automatically663cb55edc2026-10-19 19:45:42, scoring_agentidentity id MBR-024194, confidence 1, method probabilistic, matched record CLM-408306, policy version 1
- Record linked automatically10f972c20d2026-10-19 19:32:31, scoring_agentidentity id MBR-024194, confidence 1, method probabilistic, matched record CLM-408306, policy version 1
- Record linked automatically0c3fcf79ab2026-10-19 19:31:28, matching_agentidentity id MBR-008762, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408304