Record, CLM, bronze and silver
CLM-427656
Received 2026-02-10T18:50:33Z, line 41,992 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 | KIMBERLY | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | MEDINA | Medina | Changed |
| Date of birth | 20081206 | 2008-12-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-73287-27 | UHC-73287-27 | Unchanged |
| SSN | •••-••-3052 | •••-••-3052 | Unchanged |
| Phone | +1 442 314 9022 | 4423149022 | Parsed |
| — | — | Unchanged | |
| Address | 9266 Valley View Drive | 9266 Valley View Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85728 | 85728 | Unchanged |
| Group | GRP-2993 | GRP-2993 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- kimberly|medina
- Address key
- 9266|valley view|85728
- Canonical first
- kimberly
Quality flags
6 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
- 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-136246 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427655 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012048
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kimberly Medina, 2008-12-06, 3 records, Verified
Evidence
Matched against ENR-136246
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf03297e32c2026-10-22 12:43:54, matching_agentidentity id MBR-012048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136246
- Record linked automatically7eb639b4ea2026-10-19 19:54:38, matching_agentidentity id MBR-012048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136246
- Record linked automatically4ca75f74fb2026-10-19 19:52:09, matching_agentidentity id MBR-012048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136246
- Record linked automatically1e32e196582026-10-19 19:45:42, matching_agentidentity id MBR-012048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136246
- Record linked automaticallycfaebb64d62026-10-19 19:32:31, matching_agentidentity id MBR-012048, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136246
- Record linked automaticallyf29f9054e62026-10-19 19:31:28, matching_agentidentity id MBR-029376, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28112