Record, CLM, bronze and silver
CLM-428657
Received 2026-06-08T15:49:05Z, line 13,674 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 | AISHA·· | Aisha | Changed |
| Middle | ·· | — | Unchanged |
| Last name | COX | Cox | Changed |
| Date of birth | 1948-11-27 | 1948-11-27 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-40748-27 | UHC-40748-27 | Unchanged |
| SSN | •••-••-2754 | •••-••-2754 | Unchanged |
| Phone | (785) 759-3363 | 7857593363 | Parsed |
| — | — | Unchanged | |
| Address | 3223 Harbor Boulevard | 3223 Harbor Blvd | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89152-5350 | 89152 | Changed |
| Group | NULL | — | Cleared |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.48
- Name key
- aisha|cox
- Address key
- 3223|harbor|89152
- Canonical first
- aisha
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-428656 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28421 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010732
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aisha Cox, 1948-11-27, 3 records, Verified
Evidence
Matched against CLM-428656
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically93b13061412026-10-22 12:43:54, matching_agentidentity id MBR-010732, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428656
- Record linked automatically83a3008e872026-10-19 19:54:38, matching_agentidentity id MBR-010732, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428656
- Record linked automaticallycdc8d17e572026-10-19 19:52:09, matching_agentidentity id MBR-010732, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428656
- Record linked automatically2b86a6790a2026-10-19 19:45:42, matching_agentidentity id MBR-010732, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428656
- Record linked automaticallyc6754d2af52026-10-19 19:32:31, matching_agentidentity id MBR-010732, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428656
- Record linked automatically41e61de1fb2026-10-19 19:31:28, scoring_agentidentity id MBR-001307, confidence 1, method probabilistic, matched record TPA-62598, policy version 1