Record, CLM, bronze and silver
CLM-422658
Received 2026-04-23T03:32:36Z, line 32,732 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 | Melissa | Melissa | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Dean | Dean | Unchanged |
| Date of birth | 22-06-1947 | 1947-06-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-69799-61 | UHC-69799-61 | Unchanged |
| SSN | •••-••-1834 | •••-••-1834 | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 3888 Harbor Boulevard | 3888 Harbor Blvd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85065 | 85065 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- melissa|dean
- Address key
- 3888|harbor|85065
- 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)
- 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-422659 | 1.00 | Scored | — | Auto-linked |
| ENR-129683 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26694 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129684 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009071
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Dean, 1947-06-22, 5 records, Verified
Evidence
Matched against CLM-422659
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya760a599162026-10-22 12:43:54, scoring_agentidentity id MBR-009071, confidence 1, method probabilistic, matched record CLM-422659, policy version 1
- Record linked automaticallyf42e15edc92026-10-19 19:54:38, scoring_agentidentity id MBR-009071, confidence 1, method probabilistic, matched record CLM-422659, policy version 1
- Record linked automatically2a6ba36eb92026-10-19 19:52:09, scoring_agentidentity id MBR-009071, confidence 1, method probabilistic, matched record CLM-422659, policy version 1
- Record linked automaticallya576c8414a2026-10-19 19:45:42, scoring_agentidentity id MBR-009071, confidence 1, method probabilistic, matched record CLM-422659, policy version 1
- Record linked automatically52ebd45f522026-10-19 19:32:31, scoring_agentidentity id MBR-009071, confidence 1, method probabilistic, matched record CLM-422659, policy version 1
- Record linked automatically7d005ec5f42026-10-19 19:31:28, scoring_agentidentity id MBR-006470, confidence 1, method probabilistic, matched record CLM-422657, policy version 1