Record, CLM, bronze and silver
CLM-412030
Received 2026-01-22T00:59:28Z, line 22,712 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 | Keith | Keith | Unchanged |
| Middle | Z | Z | Unchanged |
| Last name | Lopez·· | Lopez | Changed |
| Date of birth | Dec 7, 1954 | 1954-12-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC8581938 | UHC-85819-38 | Parsed |
| SSN | •••-••-6501 | •••-••-6501 | Unchanged |
| Phone | (492) 607-7912 | 4926077912 | Parsed |
| - | — | Cleared | |
| Address | 5191 Spring St | 5191 Spring St | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93714 | 93714 | Unchanged |
| Group | GRP-1382 | GRP-1382 | Unchanged |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.74
- Name key
- keith|lopez
- Address key
- 5191|spring|93714
- Canonical first
- keith
Quality flags
7 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- State name converted to codeFull state name replaced by its two-letter USPS code
- Plan code upper-casedPlan code upper-cased
- 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-412031 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002735
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Keith Lopez, 1954-12-07, 2 records, Verified
Evidence
Matched against CLM-412031
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyef3f5a14ea2026-10-19 19:54:38, matching_agentidentity id MBR-002735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412031
- Record linked automatically974448b4ca2026-10-19 19:52:08, matching_agentidentity id MBR-002735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412031
- Record linked automatically0f772d30782026-10-19 19:45:41, matching_agentidentity id MBR-002735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412031
- Record linked automatically5da135d7252026-10-19 19:32:31, matching_agentidentity id MBR-002735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412031
- Record linked automaticallyc1b3c7865f2026-10-19 19:31:28, scoring_agentidentity id MBR-009036, confidence 1, method probabilistic, matched record CLM-412031, policy version 1