Record, CLM, bronze and silver
CLM-409370
Received 2026-06-10T22:02:24Z, line 40,595 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 | GEARLD | Gearld | Changed |
| Middle | W. | W | Changed |
| Last name | ·RAMIREZ | Ramirez | Changed |
| Date of birth | 28-05-1975 | 1975-05-28 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-4424 | •••-••-4424 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 7735 Ridge Rd Apt 26 | 7735 Ridge Rd Apt 26 | Unchanged |
| City | Nashville | Nashville | Unchanged |
| State | Tennessee | TN | Changed |
| ZIP | 37236 | 37236 | Unchanged |
| Group | GRP-7057 | GRP-7057 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- gearld|ramirez
- Address key
- 7735|ridge|37236
- Canonical first
- gearld
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-409372 | 0.99 | Scored | — | Auto-linked |
| CLM-409371 | 0.99 | Scored | — | Auto-linked |
| ENR-112338 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-112337 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004120
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gerald Ramirez, 1975-05-28, 5 records, Verified
Evidence
Matched against CLM-409371
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0ea60b338e2026-10-19 19:54:38, scoring_agentidentity id MBR-004120, confidence 0.993, method probabilistic, matched record CLM-409371, policy version 1
- Record linked automatically07672937af2026-10-19 19:52:08, scoring_agentidentity id MBR-004120, confidence 0.993, method probabilistic, matched record CLM-409371, policy version 1
- Record linked automaticallyc41135f3462026-10-19 19:45:42, scoring_agentidentity id MBR-004120, confidence 0.993, method probabilistic, matched record CLM-409371, policy version 1
- Record linked automatically0ad8a3b3692026-10-19 19:32:31, scoring_agentidentity id MBR-004120, confidence 0.993, method probabilistic, matched record CLM-409371, policy version 1
- Record linked automatically60bc08f0f72026-10-19 19:31:28, scoring_agentidentity id MBR-021849, confidence 1, method probabilistic, matched record TPA-54180, policy version 1