Record, CLM, bronze and silver
CLM-421540
Received 2026-07-26T21:26:39Z, line 19,487 of the CLM feed
CLMScored
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 | Ruiz | Ruiz | Unchanged |
| Date of birth | 16-03-1994 | 1994-03-16 | Parsed |
| Gender | -·· | — | Cleared |
| Member ID | UHC-53327-52 | UHC-53327-52 | Unchanged |
| SSN | •••-••-0010 | •••-••-0010 | Unchanged |
| Phone | - | — | Cleared |
| ·NULL | — | Cleared | |
| Address | 9212 MAIN ST | 9212 Main St | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | Georgia | GA | Changed |
| ZIP | 30353 | 30353 | Unchanged |
| Group | GRP-6383 | GRP-6383 | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.64
- Name key
- frances|ruiz
- Address key
- 9212|main|30353
- Canonical first
- frances
Quality flags
6 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-421541 | 1.00 | Scored | — | Auto-linked |
| PRV-26348 | 1.00 | Scored | — | Auto-linked |
| ENR-128206 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421539 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005179
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Ruiz, 1994-03-16, 5 records, Verified
Evidence
Matched against CLM-421541
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically180d999f8c2026-10-22 12:43:53, scoring_agentidentity id MBR-005179, confidence 1, method probabilistic, matched record CLM-421541, policy version 1
- Record linked automatically3250697a942026-10-19 19:54:38, scoring_agentidentity id MBR-005179, confidence 1, method probabilistic, matched record CLM-421541, policy version 1
- Record linked automatically816c8ffd2d2026-10-19 19:52:08, scoring_agentidentity id MBR-005179, confidence 1, method probabilistic, matched record CLM-421541, policy version 1
- Record linked automatically0fc2eda6482026-10-19 19:45:42, scoring_agentidentity id MBR-005179, confidence 1, method probabilistic, matched record CLM-421541, policy version 1
- Record linked automaticallyb8a790cecb2026-10-19 19:32:31, scoring_agentidentity id MBR-005179, confidence 1, method probabilistic, matched record CLM-421541, policy version 1
- Record linked automatically7115affcd42026-10-19 19:31:28, matching_agentidentity id MBR-033510, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128309