Record, CLM, bronze and silver
CLM-402452
Received 2026-07-05T03:25:06Z, line 98,766 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 | SANDRA | Sandra | Changed |
| Middle | ···· | — | Unchanged |
| Last name | SMITH | Smith | Changed |
| Date of birth | 08/12/1967 | 1967-08-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-43199-80 | UHC-43199-80 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 849.384.5123 | 8493845123 | Parsed |
| SANDRA.SMITH@YAHOO.COM | sandra.smith@yahoo.com | Changed | |
| Address | 2812 MAPLE AVE | 2812 Maple Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | Colorado | CO | Changed |
| ZIP | 80280 | 80280 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- sandra|smith
- Address key
- 2812|maple|80280
- Canonical first
- sandra
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-51044 | 1.00 | Scored | — | Auto-linked |
| ENR-103145 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012298
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Smith, 1967-08-12, 3 records, Verified
Evidence
Matched against TPA-51044
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb72cf488382026-10-19 19:54:38, scoring_agentidentity id MBR-012298, confidence 1, method probabilistic, matched record TPA-51044, policy version 1
- Record linked automatically75c12824602026-10-19 19:52:09, scoring_agentidentity id MBR-012298, confidence 1, method probabilistic, matched record TPA-51044, policy version 1
- Record linked automatically9dcdb7e4512026-10-19 19:45:42, scoring_agentidentity id MBR-012298, confidence 1, method probabilistic, matched record TPA-51044, policy version 1
- Record linked automaticallyc2cfc706612026-10-19 19:32:31, scoring_agentidentity id MBR-012298, confidence 1, method probabilistic, matched record TPA-51044, policy version 1
- Record linked automatically451f0f565f2026-10-19 19:31:28, matching_agentidentity id MBR-016619, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402454