Record, CLM, bronze and silver
CLM-410499
Received 2026-08-06T00:05:02Z, line 25,080 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 | ISABELLA | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMIREZ | Ramirez | Changed |
| Date of birth | Jun 23, 2003 | 2003-06-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-2973 | •••-••-2973 | Unchanged |
| Phone | 670-652-6520 | 6706526520 | Parsed |
| — | — | Unchanged | |
| Address | 3355 Elm St Apt 36 | 3355 Elm St Apt 36 | Unchanged |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55479 | 55479 | Unchanged |
| Group | GRP-2809 | GRP-2809 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- isabella|ramirez
- Address key
- 3355|elm|55479
- Canonical first
- isabella
Quality flags
5 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)
- 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
- 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-410498 | 1.00 | Scored | — | Auto-linked |
| ENR-113777 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031437
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Ramirez, 2003-06-23, 3 records, Verified
Evidence
Matched against CLM-410498
| 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
5 hash-chained entries for this record
- Record linked automatically655420a3102026-10-19 19:54:38, scoring_agentidentity id MBR-031437, confidence 1, method probabilistic, matched record CLM-410498, policy version 1
- Record linked automaticallybf1bcf10c32026-10-19 19:52:09, scoring_agentidentity id MBR-031437, confidence 1, method probabilistic, matched record CLM-410498, policy version 1
- Record linked automatically70d350fc902026-10-19 19:45:42, scoring_agentidentity id MBR-031437, confidence 1, method probabilistic, matched record CLM-410498, policy version 1
- Record linked automatically9ceecd58ab2026-10-19 19:32:31, scoring_agentidentity id MBR-031437, confidence 1, method probabilistic, matched record CLM-410498, policy version 1
- Record linked automatically9d8f2337fc2026-10-19 19:31:28, scoring_agentidentity id MBR-010042, confidence 1, method probabilistic, matched record ENR-113875, policy version 1