Record, CLM, bronze and silver
CLM-426530
Received 2026-01-11T01:25:09Z, line 83,772 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 | Kimberly | Kimberly | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Banks | Banks | Unchanged |
| Date of birth | 1973-08-14·· | 1973-08-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-5244 | •••-••-5244 | Unchanged |
| Phone | 228-802-9057 | 2288029057 | Parsed |
| - | — | Cleared | |
| Address | 1608 Pine Drive·· | 1608 Pine Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33145 | 33145 | Unchanged |
| Group | GRP-4156 | GRP-4156 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- kimberly|banks
- Address key
- 1608|pine|33145
- Canonical first
- kimberly
Quality flags
5 raised during normalisation
- 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 |
|---|---|---|---|---|
| PRV-27822 | 1.00 | Scored | — | Auto-linked |
| ENR-134802 | 0.99 | Scored | — | Auto-linked |
| CLM-426528 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-426529 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003223
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Banks, 1973-08-14, 5 records, Verified
Evidence
Matched against PRV-27822
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4ae98eba002026-10-22 12:43:53, scoring_agentidentity id MBR-003223, confidence 1, method probabilistic, matched record PRV-27822, policy version 1
- Record linked automatically2f469fc7662026-10-19 19:54:38, scoring_agentidentity id MBR-003223, confidence 1, method probabilistic, matched record PRV-27822, policy version 1
- Record linked automatically73b981bebf2026-10-19 19:52:08, scoring_agentidentity id MBR-003223, confidence 1, method probabilistic, matched record PRV-27822, policy version 1
- Record linked automatically00ccac271f2026-10-19 19:45:41, scoring_agentidentity id MBR-003223, confidence 1, method probabilistic, matched record PRV-27822, policy version 1
- Record linked automatically6207d547972026-10-19 19:32:31, scoring_agentidentity id MBR-003223, confidence 1, method probabilistic, matched record PRV-27822, policy version 1
- Record linked automaticallyd077aacbb12026-10-19 19:31:28, scoring_agentidentity id MBR-006430, confidence 1, method probabilistic, matched record PRV-27805, policy version 1