Record, CLM, bronze and silver
CLM-423229
Received 2026-06-27T07:37:17Z, line 79,843 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 | KELLEY | Kelley | Changed |
| Date of birth | 8/16/1963 | 1963-08-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-79555-07 | UHC-79555-07 | Unchanged |
| SSN | •••-••-2620 | •••-••-2620 | Unchanged |
| Phone | ···· | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 8397 PINE DR | 8397 Pine Dr | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55438-3408 | 55438 | Changed |
| Group | ·· | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- michelle|kelley
- Address key
- 8397|pine|55438
- 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)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-130380 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011138
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michelle Kelley, 1963-08-16, 2 records, Verified
Evidence
Matched against ENR-130380
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyad221e1cfd2026-10-22 12:43:54, matching_agentidentity id MBR-011138, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130380
- Record linked automatically94ab3b6d872026-10-19 19:54:38, matching_agentidentity id MBR-011138, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130380
- Record linked automaticallyaba33f31a62026-10-19 19:52:09, matching_agentidentity id MBR-011138, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130380
- Record linked automatically0cebf61cd92026-10-19 19:45:42, matching_agentidentity id MBR-011138, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130380
- Record linked automatically0875cca82f2026-10-19 19:32:31, matching_agentidentity id MBR-011138, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130380
- Record linked automaticallyae8e995a622026-10-19 19:31:28, scoring_agentidentity id MBR-007601, confidence 1, method probabilistic, matched record TPA-60212, policy version 1