Record, CLM, bronze and silver
CLM-404365
Received 2026-06-14T07:22:15Z, line 32,100 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 | Unchanged |
| Date of birth | ·19970615 | 1997-06-15 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 18272927043·· | 8272927043 | Parsed |
| NULL | — | Cleared | |
| Address | 8924 Grand Avenue | 8924 Grand Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30334 | 30334 | Unchanged |
| Group | GRP-3815 | GRP-3815 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- marilyn|willis
- Address key
- 8924|grand|30334
- Canonical first
- marilyn
Quality flags
6 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
- 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-404366 | 1.00 | Scored | — | Auto-linked |
| CLM-404363 | 1.00 | Scored | — | Auto-linked |
| ENR-105755 | 1.00 | Scored | — | Auto-linked |
| PRV-21243 | 0.92 | Scored | — | Auto-linked |
| CLM-404364 | 0.83 | Scored | — | Sent to steward |
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-404366
| 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 automatically8dcd982f342026-10-19 19:54:38, scoring_agentidentity id MBR-000757, confidence 1, method probabilistic, matched record CLM-404366, policy version 1
- Record linked automatically5007a458da2026-10-19 19:52:08, scoring_agentidentity id MBR-000757, confidence 1, method probabilistic, matched record CLM-404366, policy version 1
- Record linked automaticallyd86070d9a52026-10-19 19:45:41, scoring_agentidentity id MBR-000757, confidence 1, method probabilistic, matched record CLM-404366, policy version 1
- Record linked automatically884ea550e32026-10-19 19:32:31, scoring_agentidentity id MBR-000757, confidence 1, method probabilistic, matched record CLM-404366, policy version 1
- Record linked automatically278e57a01c2026-10-19 19:31:28, matching_agentidentity id MBR-029485, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105682