Record, CLM, bronze and silver
CLM-403037
Received 2026-03-03T20:05:50Z, line 86,269 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 | Melissa | Melissa | Unchanged |
| Middle | I | I | Unchanged |
| Last name | Clark | Clark | Unchanged |
| Date of birth | 19450323 | 1945-03-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-19695-06 | UHC-19695-06 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 17094037970 | 7094037970 | Parsed |
| null | — | Cleared | |
| Address | 5126 HARBOR BLVD | 5126 Harbor Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85281 | 85281 | Unchanged |
| Group | GRP-2662 | GRP-2662 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- melissa|clark
- Address key
- 5126|harbor|85281
- Canonical first
- melissa
Quality flags
5 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
- 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-103935 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403038 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005399
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Melissa Clark, 1945-03-23, 3 records, Verified
Evidence
Matched against CLM-403038
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd334d39eae2026-10-22 12:43:53, matching_agentidentity id MBR-005399, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403038
- Record linked automaticallye25528d73b2026-10-19 19:54:38, matching_agentidentity id MBR-005399, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403038
- Record linked automatically837b4eb2602026-10-19 19:52:08, matching_agentidentity id MBR-005399, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403038
- Record linked automatically54f0a22b1d2026-10-19 19:45:42, matching_agentidentity id MBR-005399, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403038
- Record linked automatically5f99982a742026-10-19 19:32:31, matching_agentidentity id MBR-005399, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403038
- Record linked automatically404be638fa2026-10-19 19:31:28, scoring_agentidentity id MBR-028707, confidence 1, method probabilistic, matched record ENR-103980, policy version 1