Record, CLM, bronze and silver
CLM-421289
Received 2026-04-11T02:41:35Z, line 58,894 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 | Mrilyn | Mrilyn | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Soto | Soto | Unchanged |
| Date of birth | 08/15/1943 | 1943-08-15 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-3981 | •••-••-3981 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 7701 CHURCH ST | 7701 Church St | Changed |
| City | TEMPE | Tempe | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85222-2806 | 85222 | Changed |
| Group | GRP-8375 | GRP-8375 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- mrilyn|soto
- Address key
- 7701|church|85222
- Canonical first
- mrilyn
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-127911 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025148
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Marilyn Soto, 1943-08-15, 2 records, Verified
Evidence
Matched against ENR-127911
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically4f2de757fb2026-10-22 12:43:54, matching_agentidentity id MBR-025148, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127911
- Record linked automaticallye7c5489d8a2026-10-19 19:54:38, matching_agentidentity id MBR-025148, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127911
- Record linked automatically4e2991953c2026-10-19 19:52:09, matching_agentidentity id MBR-025148, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127911
- Record linked automatically7ae7a8992a2026-10-19 19:45:42, matching_agentidentity id MBR-025148, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127911
- Record linked automatically00cefbf78e2026-10-19 19:32:31, matching_agentidentity id MBR-025148, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127911
- Record linked automatically1ca7afabb62026-10-19 19:31:28, matching_agentidentity id MBR-027386, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59301