Record, CLM, bronze and silver
CLM-405595
Received 2026-05-25T18:32:07Z, line 84,614 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 | 06/05/1977 | 1977-06-05 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-19366-24 | UHC-19366-24 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 409 501 1127 | 4095011127 | Parsed |
| - | — | Cleared | |
| Address | 2383 Park Place | 2383 Park Pl | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85204 | 85204 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- sandra|smith
- Address key
- 2383|park|85204
- Canonical first
- sandra
Quality flags
6 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
- 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-52465 | 1.00 | Scored | — | Auto-linked |
| CLM-405596 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-107356 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021036
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Smith, 1977-06-05, 4 records, Verified
Evidence
Matched against TPA-52465
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically6c1b2bdbc12026-10-19 19:54:38, scoring_agentidentity id MBR-021036, confidence 1, method probabilistic, matched record TPA-52465, policy version 1
- Record linked automatically6699cd35ba2026-10-19 19:52:09, scoring_agentidentity id MBR-021036, confidence 1, method probabilistic, matched record TPA-52465, policy version 1
- Record linked automatically782ecc22ec2026-10-19 19:45:42, scoring_agentidentity id MBR-021036, confidence 1, method probabilistic, matched record TPA-52465, policy version 1
- Record linked automatically590d417beb2026-10-19 19:32:31, scoring_agentidentity id MBR-021036, confidence 1, method probabilistic, matched record TPA-52465, policy version 1