Record, CLM, bronze and silver
CLM-407004
Received 2026-04-30T07:54:55Z, line 17,893 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 | DEBORAH | Deborah | Changed |
| Middle | — | — | Unchanged |
| Last name | BANKS | Banks | Changed |
| Date of birth | Jan 22, 1964 | 1964-01-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-57459-80 | UHC-57459-80 | Unchanged |
| SSN | •••-••-3220 | •••-••-3220 | Unchanged |
| Phone | (963) 899-0368 | 9638990368 | Parsed |
| null | — | Cleared | |
| Address | 8093 Oak St | 8093 Oak St | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-2283 | GRP-2283 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- deborah|banks
- Address key
- 8093|oak|phoenix
- Canonical first
- deborah
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
- ZIP missingStreet address present but no ZIP supplied
- 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-407005 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109149 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53076 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024384
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Banks, 1964-01-22, 4 records, Verified
Evidence
Matched against CLM-407005
| 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 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically08ab2093a62026-10-22 12:43:54, matching_agentidentity id MBR-024384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407005
- Record linked automatically763bd6ec982026-10-19 19:54:38, matching_agentidentity id MBR-024384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407005
- Record linked automatically3af1f9cab52026-10-19 19:52:09, matching_agentidentity id MBR-024384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407005
- Record linked automatically490942a38c2026-10-19 19:45:42, matching_agentidentity id MBR-024384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407005
- Record linked automaticallya29f44914c2026-10-19 19:32:31, matching_agentidentity id MBR-024384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407005
- Record linked automatically3e163d51622026-10-19 19:31:28, scoring_agentidentity id MBR-030595, confidence 1, method probabilistic, matched record ENR-109189, policy version 1