Record, CLM, bronze and silver
CLM-407541
Received 2026-05-11T09:22:03Z, line 34,972 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 | Cooper, Mari | Mari | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cooper | Changed |
| Date of birth | 2/22/1963 | 1963-02-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-53767-89 | UHC-53767-89 | Parsed |
| SSN | •••-••-5903 | •••-••-5903 | Unchanged |
| Phone | 827.576.7030 | 8275767030 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | — | — | Unchanged |
| City | -·· | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- maria|cooper
- Address key
- —
- Canonical first
- maria
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-407542 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109883 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407543 | 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 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically704e7fd6192026-10-22 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 automatically9f49ba6c752026-10-19 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 automaticallya2a56b10812026-10-19 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 automatically6daf3c9e262026-10-19 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 automatically5ba686ecfb2026-10-19 19:32:31, matching_agentidentity id MBR-007490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407543