Record, CLM, bronze and silver
CLM-408982
Received 2026-05-07T23:02:01Z, line 71,219 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 | JOAN | Joan | Changed |
| Middle | — | — | Unchanged |
| Last name | MILSL | Milsl | Changed |
| Date of birth | ·1957-12-16 | 1957-12-16 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-5950 | •••-••-5950 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | ·1972 Hillcrest Rd | 1972 Hillcrest Rd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85214 | 85214 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- joan|milsl
- Address key
- 1972|hillcrest|85214
- Canonical first
- joan
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-111880 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22654 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029640
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Joan Mills, 1957-12-16, 3 records, Verified
Evidence
Matched against ENR-111880
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6764baa46f2026-10-19 19:54:38, matching_agentidentity id MBR-029640, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111880
- Record linked automatically00a6c21a9c2026-10-19 19:52:09, matching_agentidentity id MBR-029640, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111880
- Record linked automaticallybcede3e8f62026-10-19 19:45:42, matching_agentidentity id MBR-029640, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111880
- Record linked automaticallyd597d536132026-10-19 19:32:31, matching_agentidentity id MBR-029640, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111880
- Record linked automatically0605af344a2026-10-19 19:31:28, matching_agentidentity id MBR-032276, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408983