Record, CLM , bronze and silver
CLM-427853
Received 2026-09-04T13:10:40Z, line 1,243 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | CATHERINE | Catherine | Changed |
| Middle | A | A | Unchanged |
| Last name | HOWARD | Howard | Changed |
| Date of birth | ·3/21/1971 | 1971-03-21 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-63375-90 | UHC-63375-90 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| CATHERINE.HOWARD@HOTMAIL.COM | catherine.howard@hotmail.com | Changed | |
| Address | 8486 WASHINGTON STREET·· | 8486 Washington St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85325 | 85325 | Unchanged |
| Group | GRP-9412 | GRP-9412 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- catherine|howard
- Address key
- 8486|washington|85325
- Canonical first
- catherine
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
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-427852 | 1.00 | Scored | — | Auto-linked |
| ENR-136517 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031965
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Catherine Howard, 1971-03-21, 3 records, Verified
Evidence
Matched against CLM-427852
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyedfda6f7562026-10-19 19:54:38, scoring_agentidentity id MBR-031965, confidence 1, method probabilistic, matched record CLM-427852, policy version 1
- Record linked automatically882b2b71172026-10-19 19:52:09, scoring_agentidentity id MBR-031965, confidence 1, method probabilistic, matched record CLM-427852, policy version 1
- Record linked automatically087f5626df2026-10-19 19:45:42, scoring_agentidentity id MBR-031965, confidence 1, method probabilistic, matched record CLM-427852, policy version 1
- Record linked automaticallyff59fbcce22026-10-19 19:32:31, scoring_agentidentity id MBR-031965, confidence 1, method probabilistic, matched record CLM-427852, policy version 1
- Record linked automatically2dc619b0cf2026-10-19 19:31:28, scoring_agentidentity id MBR-004997, confidence 1, method probabilistic, matched record ENR-136842, policy version 1