Record, CLM, bronze and silver
CLM-415682
Received 2026-09-16T22:43:54Z , line 36,204 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | KING | King | Changed |
| Date of birth | 07/25/1974 | 1974-07-25 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-7747 | •••-••-7747 | Unchanged |
| Phone | 912-823-8100 | 9128238100 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 1773 Indian School Road | 1773 Indian School Rd | Changed |
| City | ·Eden Prairie | Eden Prairie | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55331 | 55331 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- michelle|king
- Address key
- 1773|indian school|55331
- Canonical first
- michelle
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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| CLM-415681 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-120658 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035882
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Michelle King, 1974-07-25, 3 records, Verified
Evidence
Matched against ENR-120658
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically624f3691b82026-10-19 19:54:39, matching_agentidentity id MBR-035882, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-120658
- Record linked automatically71759dec4d2026-10-19 19:52:09, matching_agentidentity id MBR-035882, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-120658
- Record linked automatically602d142bdb2026-10-19 19:45:42, matching_agentidentity id MBR-035882, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-120658
- Record linked automatically5f4bb952832026-10-19 19:32:31, matching_agentidentity id MBR-035882, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-120658
- Record linked automatically9d63990f902026-10-19 19:31:28, matching_agentidentity id MBR-000683, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415681