Record, CLM, bronze and silver
CLM-420570
Received 2026-06-26T12:33:59Z, line 22,419 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 | LINDA | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 4/9/1980 | 1980-04-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-70228-56 | UHC-70228-56 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (655) 655-0558 | 6556550558 | Parsed |
| N/A | — | Cleared | |
| Address | 6056 Highland Ave | 6056 Highland Ave | Unchanged |
| City | ATLANTA·· | Atlanta | Changed |
| State | ga | GA | Changed |
| ZIP | 30385·· | 30385 | Changed |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.86
- Name key
- linda|mcdonald
- Address key
- 6056|highland|30385
- Canonical first
- linda
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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-420571 | 1.00 | Scored | — | Auto-linked |
| TPA-59038 | 1.00 | Scored | — | Auto-linked |
| PRV-26095 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127076 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013007
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda McDonald, 1980-04-09, 5 records, Verified
Evidence
Matched against CLM-420571
| 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 automatically67af38d30d2026-10-19 19:54:38, scoring_agentidentity id MBR-013007, confidence 1, method probabilistic, matched record CLM-420571, policy version 1
- Record linked automatically27535eacbf2026-10-19 19:52:09, scoring_agentidentity id MBR-013007, confidence 1, method probabilistic, matched record CLM-420571, policy version 1
- Record linked automatically4023c059c02026-10-19 19:45:42, scoring_agentidentity id MBR-013007, confidence 1, method probabilistic, matched record CLM-420571, policy version 1
- Record linked automaticallydb5f5ae6c62026-10-19 19:32:31, scoring_agentidentity id MBR-013007, confidence 1, method probabilistic, matched record CLM-420571, policy version 1
- Record linked automatically2f53bea8442026-10-19 19:31:28, matching_agentidentity id MBR-022061, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-420571