Record, CLM, bronze and silver
CLM-421128
Received 2026-05-03T16:39:12Z, line 19,086 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 | FRANCES | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 5/28/1949 | 1949-05-28 | Parsed |
| Gender | ·Male | M | Parsed |
| Member ID | UHC-20383-93·· | UHC-20383-93 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 440-666-3884 | 4406663884 | Parsed |
| — | — | Unchanged | |
| Address | 4560 Cedar Lane | 4560 Cedar Ln | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85215 | 85215 | Unchanged |
| Group | GRP-6249 | GRP-6249 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.60
- Name key
- frances|ruiz
- Address key
- 4560|cedar|85215
- Canonical first
- frances
Quality flags
8 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-421126 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421127 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028973
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frances Ruiz, 1949-05-28, 3 records, Verified
Evidence
Matched against CLM-421126
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallydae5a0661f2026-10-22 12:43:54, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421126
- Record linked automaticallyce08c5f8242026-10-19 19:54:38, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421126
- Record linked automatically7d6bf4e0462026-10-19 19:52:09, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421126
- Record linked automatically57b3797a7e2026-10-19 19:45:42, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421126
- Record linked automaticallyf4c26057ec2026-10-19 19:32:31, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421126
- Record linked automaticallyc670b4ccd62026-10-19 19:31:28, scoring_agentidentity id MBR-001391, confidence 1, method probabilistic, matched record TPA-59219, policy version 1