Record, CLM, bronze and silver
CLM-431065
Received 2026-03-12T18:38:43Z, line 23,071 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 | MADISON | Madison | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSON | Johnson | Changed |
| Date of birth | 3/26/1985 | 1985-03-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-6456 | •••-••-6456 | Parsed |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 1279 Broadway | 1279 Broadway | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85702 | 85702 | Unchanged |
| Group | ·GRP-2168 | GRP-2168 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- madison|johnson
- Address key
- 1279|broadway|85702
- Canonical first
- madison
Quality flags
3 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)
- 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-140798 | 1.00 | Scored | — | Auto-linked |
| ENR-140797 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015569
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Johnson, 1985-03-26, 3 records, Verified
Evidence
Matched against ENR-140798
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically391c7127972026-10-22 12:43:54, scoring_agentidentity id MBR-015569, confidence 1, method probabilistic, matched record ENR-140798, policy version 1
- Record linked automatically1feb98cd4c2026-10-19 19:54:38, scoring_agentidentity id MBR-015569, confidence 1, method probabilistic, matched record ENR-140798, policy version 1
- Record linked automatically87171de2b72026-10-19 19:52:09, scoring_agentidentity id MBR-015569, confidence 1, method probabilistic, matched record ENR-140798, policy version 1
- Record linked automaticallyc313f7faf82026-10-19 19:45:42, scoring_agentidentity id MBR-015569, confidence 1, method probabilistic, matched record ENR-140798, policy version 1
- Record linked automatically2f555334dd2026-10-19 19:32:31, scoring_agentidentity id MBR-015569, confidence 1, method probabilistic, matched record ENR-140798, policy version 1
- Record linked automaticallycf847f27ba2026-10-19 19:31:28, matching_agentidentity id MBR-007651, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140983