Record, CLM, bronze and silver
CLM-404366
Received 2026-01-03T08:46:00Z, line 39,157 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 | marilyn | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | willis | Willis | Changed |
| Date of birth | 19970615 | 1997-06-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-30752-12 | UHC-30752-12 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 8924 Grand Avenue | 8924 Grand Ave | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30334 | 30334 | Unchanged |
| Group | GRP-3815 | GRP-3815 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- marilyn|willis
- Address key
- 8924|grand|30334
- Canonical first
- marilyn
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)
- 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
- 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-404365 | 1.00 | Scored | — | Auto-linked |
| CLM-404363 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105755 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21243 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404364 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000757
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marilyn Willis, 1997-06-15, 6 records, Verified
Evidence
Matched against CLM-404365
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically60fbeaf3ac2026-10-19 19:54:38, scoring_agentidentity id MBR-000757, confidence 1, method probabilistic, matched record CLM-404365, policy version 1
- Record linked automatically845968379b2026-10-19 19:52:08, scoring_agentidentity id MBR-000757, confidence 1, method probabilistic, matched record CLM-404365, policy version 1
- Record linked automatically8e7c2bb1382026-10-19 19:45:41, scoring_agentidentity id MBR-000757, confidence 1, method probabilistic, matched record CLM-404365, policy version 1
- Record linked automaticallyd1cc1ccf522026-10-19 19:32:31, scoring_agentidentity id MBR-000757, confidence 1, method probabilistic, matched record CLM-404365, policy version 1
- Record linked automaticallyc7712212572026-10-19 19:31:28, scoring_agentidentity id MBR-005400, confidence 1, method probabilistic, matched record TPA-51942, policy version 1