Record, CLM, bronze and silver
CLM-409095
Received 2026-06-05T10:09:07Z, line 19,515 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 | emma | Emma | Changed |
| Middle | D. | D | Changed |
| Last name | carter | Carter | Changed |
| Date of birth | 02/15/1943 | 1943-02-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-30598-22 | UHC-30598-22 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| EMMA.CARTER@YAHOO.COM | emma.carter@yahoo.com | Changed | |
| Address | 2898 CHURCH STREET | 2898 Church St | Changed |
| City | ·AUSTIN | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78758 | 78758 | Unchanged |
| Group | GRP-4936 | GRP-4936 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.72
- Name key
- emma|carter
- Address key
- 2898|church|78758
- Canonical first
- emma
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)
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-53972 | 0.99 | Scored | — | Auto-linked |
| ENR-112012 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019878
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emma Carter, 1943-02-15, 3 records, Verified
Evidence
Matched against TPA-53972
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically8f8ec1020d2026-10-22 12:43:54, scoring_agentidentity id MBR-019878, confidence 0.994, method probabilistic, matched record TPA-53972, policy version 1
- Record linked automatically53612ed6882026-10-19 19:54:38, scoring_agentidentity id MBR-019878, confidence 0.994, method probabilistic, matched record TPA-53972, policy version 1
- Record linked automatically8ae1e402112026-10-19 19:52:09, scoring_agentidentity id MBR-019878, confidence 0.994, method probabilistic, matched record TPA-53972, policy version 1
- Record linked automatically52cb4f73642026-10-19 19:45:42, scoring_agentidentity id MBR-019878, confidence 0.994, method probabilistic, matched record TPA-53972, policy version 1
- Record linked automatically02529b97042026-10-19 19:32:31, scoring_agentidentity id MBR-019878, confidence 0.994, method probabilistic, matched record TPA-53972, policy version 1