Record, CLM, bronze and silver
CLM-429851
Received 2026-10-07T14:19:21Z, line 18,130 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 | MARILYN | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMMONS | Simmons | Changed |
| Date of birth | 1973-12-07 | 1973-12-07 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-99209-98 | UHC-99209-98 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 278-702-1808 | 2787021808 | Parsed |
| N/A | — | Cleared | |
| Address | 9393 HARBOR BLVD | 9393 Harbor Blvd | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90020 | 90020 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- marilyn|simmons
- Address key
- 9393|harbor|90020
- Canonical first
- marilyn
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-429850 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28730 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-045322
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Marilyn Simmons, 1973-12-07, 3 records, Verified
Evidence
Matched against CLM-429850
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc6840843c52026-10-22 12:43:55, matching_agentidentity id MBR-045322, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429850
- Record linked automaticallyd9cb605a6a2026-10-19 19:54:39, matching_agentidentity id MBR-045322, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429850
- Record linked automatically6dd2deb4522026-10-19 19:52:09, matching_agentidentity id MBR-045322, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429850
- Record linked automatically6e0590296b2026-10-19 19:45:42, matching_agentidentity id MBR-045322, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429850
- Record linked automatically2b8b8e19212026-10-19 19:32:31, matching_agentidentity id MBR-045322, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429850
- Record linked automaticallydcd1acacd82026-10-19 19:31:28, scoring_agentidentity id MBR-017944, confidence 0.864, method probabilistic, matched record CLM-429850, policy version 1