Record, CLM, bronze and silver
CLM-400360
Received 2026-09-30T00:53:30Z, line 54,270 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 | ANNA | Anna | Changed |
| Middle | — | — | Unchanged |
| Last name | STEVENS | Stevens | Changed |
| Date of birth | 11/09/70 | 1970-11-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-64371-85 | UHC-64371-85 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 812.342.4815 | 8123424815 | Parsed |
| null | — | Cleared | |
| Address | 582 UNION STREET | 582 Union St | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32828-9683 | 32828 | Changed |
| Group | GRP-8739 | GRP-8739 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- anna|stevens
- Address key
- 582|union|32828
- Canonical first
- anna
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-400359 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100500 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50150 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025982
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Anna Stevens, 1970-11-09, 4 records, Verified
Evidence
Matched against CLM-400359
| 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 automaticallyd08f4c9d992026-10-22 12:43:54, matching_agentidentity id MBR-025982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400359
- Record linked automatically37218dd79a2026-10-19 19:54:38, matching_agentidentity id MBR-025982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400359
- Record linked automatically86bd078b722026-10-19 19:52:09, matching_agentidentity id MBR-025982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400359
- Record linked automatically3aca0013602026-10-19 19:45:42, matching_agentidentity id MBR-025982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400359
- Record linked automatically146b8786e62026-10-19 19:32:31, matching_agentidentity id MBR-025982, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400359
- Record linked automaticallyd752f6df532026-10-19 19:31:28, matching_agentidentity id MBR-030088, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400359