Record, CLM, bronze and silver
CLM-430594
Received 2026-10-14T13:57:49Z, line 54,305 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 | Laarson, Susan | Susan | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Laarson | Changed |
| Date of birth | 1966-04-24 | 1966-04-24 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 9407838231 | 9407838231 | Unchanged |
| null | — | Cleared | |
| Address | 8213 Indian School Rd #994 | 8213 Indian School Rd # 994 | Changed |
| City | ORLANDO·· | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32859 | 32859 | Unchanged |
| Group | GRP-0366 | GRP-0366 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- susan|laarson
- Address key
- 8213|indian school|32859
- Canonical first
- susan
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- City re-casedCity re-cased to Title Case
- 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 | Scored | — | Auto-linked |
| TPA-63511 | 0.99 | Scored | — | Auto-linked |
| TPA-63513 | 0.99 | Scored | — | Auto-linked |
| CLM-430595 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010980
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Susan Larson, 1966-04-24, 5 records, Verified
Evidence
Matched against TPA-63512
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically909ef563742026-10-22 12:43:54, scoring_agentidentity id MBR-010980, confidence 0.993, method probabilistic, matched record TPA-63512, policy version 1
- Record linked automaticallyf099a90e332026-10-19 19:54:38, scoring_agentidentity id MBR-010980, confidence 0.993, method probabilistic, matched record TPA-63512, policy version 1
- Record linked automaticallyd6bde314a12026-10-19 19:52:09, scoring_agentidentity id MBR-010980, confidence 0.993, method probabilistic, matched record TPA-63512, policy version 1
- Record linked automatically7ce41de6532026-10-19 19:45:42, scoring_agentidentity id MBR-010980, confidence 0.993, method probabilistic, matched record TPA-63512, policy version 1
- Record linked automatically119be23ede2026-10-19 19:32:31, scoring_agentidentity id MBR-010980, confidence 0.993, method probabilistic, matched record TPA-63512, policy version 1
- Record linked automaticallya4957c51a92026-10-19 19:31:28, matching_agentidentity id MBR-024640, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430595