Record, CLM, bronze and silver
CLM-414463
Received 2026-02-19T12:35:12Z, line 93,737 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LINDA | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | ·DAVIS | Davis | Changed |
| Date of birth | 12/25/1986 | 1986-12-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-55392-40 | UHC-55392-40 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (573) 376-1695 | 5733761695 | Parsed |
| - | — | Cleared | |
| Address | 134 Harbor Blvd | 134 Harbor Blvd | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85238 | 85238 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- linda|davis
- Address key
- 134|harbor|85238
- Canonical first
- linda
Quality flags
5 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
- 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-414462 | 1.00 | Scored | — | Auto-linked |
| ENR-119034 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001946
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda Davis, 1986-12-25, 3 records, Verified
Evidence
Matched against CLM-414462
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6b2a4abd652026-10-19 19:54:38, scoring_agentidentity id MBR-001946, confidence 1, method probabilistic, matched record CLM-414462, policy version 1
- Record linked automatically764bc302462026-10-19 19:52:08, scoring_agentidentity id MBR-001946, confidence 1, method probabilistic, matched record CLM-414462, policy version 1
- Record linked automaticallyf13c40c6ec2026-10-19 19:45:41, scoring_agentidentity id MBR-001946, confidence 1, method probabilistic, matched record CLM-414462, policy version 1
- Record linked automaticallyb611f6241e2026-10-19 19:32:31, scoring_agentidentity id MBR-001946, confidence 1, method probabilistic, matched record CLM-414462, policy version 1
- Record linked automaticallyf1b27365af2026-10-19 19:31:28, matching_agentidentity id MBR-001735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414464