Record, CLM, bronze and silver
CLM-430595
Received 2026-02-06T20:39:10Z, line 97,595 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 | Laarson | Laarson | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Susan | Susan | Unchanged |
| Date of birth | 1966-04-24 | 1966-04-24 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-58072-95 | UHC-58072-95 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | +1 940 783 8231 | 9407838231 | Parsed |
| - | — | Cleared | |
| Address | 8213 INDIAN SCHOOL ROAD | 8213 Indian School Rd | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32859 | 32859 | Unchanged |
| Group | GRP-0366 | GRP-0366 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.78
- Name key
- laarson|susan
- Address key
- 8213|indian school|32859
- Canonical first
- laarson
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-63512 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430594 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010980
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Susan Larson, 1966-04-24, 5 records, Verified
Evidence
Matched against TPA-63512
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | swapped |
| 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 automaticallyb4002a5e6d2026-10-22 12:43:54, matching_agentidentity id MBR-010980, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63512
- Record linked automatically7811e05b5a2026-10-19 19:54:38, matching_agentidentity id MBR-010980, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63512
- Record linked automatically4754dc7e5f2026-10-19 19:52:09, matching_agentidentity id MBR-010980, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63512
- Record linked automatically73653f116d2026-10-19 19:45:42, matching_agentidentity id MBR-010980, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63512
- Record linked automatically7fa8aa127c2026-10-19 19:32:31, matching_agentidentity id MBR-010980, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63512
- Record linked automaticallyfaaf830d092026-10-19 19:31:28, matching_agentidentity id MBR-024640, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140366