Record, CLM, bronze and silver
CLM-417965
Received 2026-08-08T01:48:18Z, line 22,615 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 | Sofia | Sofia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez | Ramirez | Unchanged |
| Date of birth | 1976-11-13 | 1976-11-13 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 482.661.5372 | 4826615372 | Parsed |
| N/A | — | Cleared | |
| Address | 8190 Camelback Rd #946 | 8190 Camelback Rd # 946 | Changed |
| City | JACKSONVILLE·· | Jacksonville | Changed |
| State | Florida | FL | Changed |
| ZIP | — | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- sofia|ramirez
- Address key
- 8190|camelback|jacksonville
- Canonical first
- sofia
Quality flags
7 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-123639 | 0.94 | Scored | — | Auto-linked |
| CLM-417966 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023835
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Sofia Ramirez, 1976-11-13, 3 records, Verified
Evidence
Matched against ENR-123639
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically5b7a1fa7aa2026-10-19 19:54:38, scoring_agentidentity id MBR-023835, confidence 0.937, method probabilistic, matched record ENR-123639, policy version 1
- Record linked automatically58f7b0f6402026-10-19 19:52:09, scoring_agentidentity id MBR-023835, confidence 0.937, method probabilistic, matched record ENR-123639, policy version 1
- Record linked automatically64e71fc1b52026-10-19 19:45:42, scoring_agentidentity id MBR-023835, confidence 0.937, method probabilistic, matched record ENR-123639, policy version 1
- Record linked automatically5c3db5a7ea2026-10-19 19:32:31, scoring_agentidentity id MBR-023835, confidence 0.937, method probabilistic, matched record ENR-123639, policy version 1
- Record linked automaticallyf49c85209f2026-10-19 19:31:28, matching_agentidentity id MBR-000971, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123519