Record, CLM, bronze and silver
CLM-425999
Received 2026-09-27T22:41:08Z, line 93,294 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 | Aissha | Aissha | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Miller | Miller | Unchanged |
| Date of birth | 20010507·· | 2001-05-07 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-92764-59 | UHC-92764-59 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 217-651-1803 | 2176511803 | Parsed |
| ···· | — | Unchanged | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-2178 | GRP-2178 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- aissha|miller
- Address key
- —
- Canonical first
- aissha
Quality flags
5 raised during normalisation
- 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
- 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-425998 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035427
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aissha Miller, 2001-05-07, 2 records, Verified
Evidence
Matched against CLM-425998
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallye293b399c82026-10-22 12:43:55, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425998
- Record linked automaticallyccc78a05402026-10-19 19:54:39, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425998
- Record linked automaticallycf5143ec142026-10-19 19:52:09, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425998
- Record linked automatically804d5fb27f2026-10-19 19:45:42, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425998
- Record linked automatically3a0de165fc2026-10-19 19:32:31, matching_agentidentity id MBR-035427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425998
- Record linked automatically59443370332026-10-19 19:31:28, matching_agentidentity id MBR-005460, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425998