Record, CLM, bronze and silver
CLM-400221
Received 2026-08-20T19:59:53Z, line 74,595 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 | sarah·· | Sarah | Changed |
| Middle | — | — | Unchanged |
| Last name | sanders | Sanders | Changed |
| Date of birth | 19610512 | 1961-05-12 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-10031-33·· | UHC-10031-33 | Parsed |
| SSN | ·NULL | — | Cleared |
| Phone | +1 227 458 0840 | 2274580840 | Parsed |
| null | — | Cleared | |
| Address | 9257 Willow Ct | 9257 Willow Ct | Unchanged |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | ·85097-8901 | 85097 | Changed |
| Group | NULL | — | Cleared |
| Plan | ·N/A | — | Cleared |
- Quality score
- 0.74
- Name key
- sarah|sanders
- Address key
- 9257|willow|85097
- Canonical first
- sarah
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-100313 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50094 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033082
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sarah Sanders, 1961-05-12, 3 records, Verified
Evidence
Matched against ENR-100313
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically7b2f669ebf2026-10-22 12:43:55, matching_agentidentity id MBR-033082, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100313
- Record linked automatically6644dff14f2026-10-19 19:54:38, matching_agentidentity id MBR-033082, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100313
- Record linked automaticallyf099c8af832026-10-19 19:52:09, matching_agentidentity id MBR-033082, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100313
- Record linked automaticallya97e7edd592026-10-19 19:45:42, matching_agentidentity id MBR-033082, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100313
- Record linked automaticallyf31bf647822026-10-19 19:32:31, matching_agentidentity id MBR-033082, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100313
- Record linked automatically45c199a85b2026-10-19 19:31:28, matching_agentidentity id MBR-011355, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400220