Record, CLM, bronze and silver
CLM-404197
Received 2026-07-27T18:31:34Z, line 44,727 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | CAMILA | Camila | Changed |
| Middle | M | M | Unchanged |
| Last name | ·MCDONALD | McDonald | Changed |
| Date of birth | 07/27/1999 | 1999-07-27 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-1812 | •••-••-1812 | Unchanged |
| Phone | - | — | Cleared |
| UNKNOWN·· | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-8443 | GRP-8443 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- camila|mcdonald
- Address key
- —
- Canonical first
- camila
Quality flags
4 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)
- 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-105478 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039828
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Camila McDonald, 1999-07-27, 2 records, Verified
Evidence
Matched against ENR-105478
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically24dcf9fd1c2026-10-19 19:54:39, matching_agentidentity id MBR-039828, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105478
- Record linked automatically6222af570c2026-10-19 19:52:09, matching_agentidentity id MBR-039828, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105478
- Record linked automaticallybaefa390a02026-10-19 19:45:42, matching_agentidentity id MBR-039828, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105478
- Record linked automaticallyfee1a5feb62026-10-19 19:32:31, matching_agentidentity id MBR-039828, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105478
- Record linked automaticallyed2c9162e32026-10-19 19:31:28, matching_agentidentity id MBR-003183, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105471