Record, CLM, bronze and silver
CLM-407542
Received 2026-08-10T18:33:24Z, line 54,791 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MARIA | Maria | Changed |
| Middle | — | — | Unchanged |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 2/22/1963·· | 1963-02-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-53767-89 | UHC-53767-89 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 827-576-7030 | 8275767030 | Parsed |
| N/A·· | — | Cleared | |
| Address | 7528 Desert Sky Boulevard·· | 7528 Desert Sky Blvd | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33160 | 33160 | Unchanged |
| Group | GRP-0386 | GRP-0386 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.72
- Name key
- maria|cooper
- Address key
- 7528|desert sky|33160
- Canonical first
- maria
Quality flags
8 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)
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-109883 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407543 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407541 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007490
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Maria Cooper, 1963-02-22, 4 records, Verified
Evidence
Matched against CLM-407543
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8a52a54c932026-10-22 12:43:54, matching_agentidentity id MBR-007490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407543
- Record linked automatically048b9625e62026-10-19 19:54:38, matching_agentidentity id MBR-007490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407543
- Record linked automatically02ab3a720b2026-10-19 19:52:09, matching_agentidentity id MBR-007490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407543
- Record linked automaticallya2e2a502a62026-10-19 19:45:42, matching_agentidentity id MBR-007490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407543
- Record linked automatically8c5bdaa8452026-10-19 19:32:31, matching_agentidentity id MBR-007490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407543