Record, CLM, bronze and silver
CLM-406804
Received 2026-09-15T06:31:00Z, line 93,596 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Davis, Ahmed | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Davis | Changed |
| Date of birth | 01/10/2003 | 2003-01-10 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-86559-68 | UHC-86559-68 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 8616183116 | 8616183116 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 3163 Church Street | 3163 Church St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85391 | 85391 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- ahmed|davis
- Address key
- 3163|church|85391
- Canonical first
- ahmed
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-406805 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-044212
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Davis, 2003-01-10, 2 records, Verified
Evidence
Matched against CLM-406805
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
4 hash-chained entries for this record
- Record linked automaticallyd3e04bf5b72026-10-19 19:54:39, matching_agentidentity id MBR-044212, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406805
- Record linked automatically30dd2de6042026-10-19 19:52:09, matching_agentidentity id MBR-044212, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406805
- Record linked automatically4c6ae53e0d2026-10-19 19:45:42, matching_agentidentity id MBR-044212, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406805
- Record linked automaticallya82cc77cf82026-10-19 19:32:31, matching_agentidentity id MBR-044212, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406805