Record, CLM, bronze and silver
CLM-416532
Received 2026-03-09T22:12:16Z, line 92,154 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 | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Black | Black | Unchanged |
| Date of birth | 1/8/1973 | 1973-01-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-69988-34 | UHC-69988-34 | Unchanged |
| SSN | •••-••-3697 | •••-••-3697 | Unchanged |
| Phone | +1 765 364 3713 | 7653643713 | Parsed |
| NULL | — | Cleared | |
| Address | 8621 Camelback Road | 8621 Camelback Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75028 | 75028 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- frances|black
- Address key
- 8621|camelback|75028
- Canonical first
- frances
Quality flags
5 raised during normalisation
- 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-121715 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416531 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-24902 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010642
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frances Black, 1973-01-08, 4 records, Verified
Evidence
Matched against ENR-121715
| 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
5 hash-chained entries for this record
- Record linked automatically5f7bb98f082026-10-22 12:43:54, matching_agentidentity id MBR-010642, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121715
- Record linked automatically4c4153022a2026-10-19 19:54:38, matching_agentidentity id MBR-010642, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121715
- Record linked automaticallya3ce2ac5292026-10-19 19:52:09, matching_agentidentity id MBR-010642, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121715
- Record linked automatically5a56e9d3742026-10-19 19:45:42, matching_agentidentity id MBR-010642, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121715
- Record linked automaticallyf9502ed5e62026-10-19 19:32:31, matching_agentidentity id MBR-010642, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121715