Record, CLM, bronze and silver
CLM-431161
Received 2026-09-20T00:48:35Z, line 35,223 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 | LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | CARTER | Carter | Changed |
| Date of birth | 1981-10-14 | 1981-10-14 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | UHC-87408-53 | UHC-87408-53 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | ·UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 1439 Maple Ave #342 | 1439 Maple Ave # 342 | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85256 | 85256 | Unchanged |
| Group | GRP-1730 | GRP-1730 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- larry|carter
- Address key
- 1439|maple|85256
- Canonical first
- larry
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-63766 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016615
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Carter, 1981-10-14, 2 records, Verified
Evidence
Matched against TPA-63766
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically040cfeff022026-10-22 12:43:54, scoring_agentidentity id MBR-016615, confidence 1, method probabilistic, matched record TPA-63766, policy version 1
- Record linked automaticallya14f616bee2026-10-19 19:54:38, scoring_agentidentity id MBR-016615, confidence 1, method probabilistic, matched record TPA-63766, policy version 1
- Record linked automaticallyc0c3adb4742026-10-19 19:52:09, scoring_agentidentity id MBR-016615, confidence 1, method probabilistic, matched record TPA-63766, policy version 1
- Record linked automatically4ee80973762026-10-19 19:45:42, scoring_agentidentity id MBR-016615, confidence 1, method probabilistic, matched record TPA-63766, policy version 1
- Record linked automatically422d42f3d62026-10-19 19:32:31, scoring_agentidentity id MBR-016615, confidence 1, method probabilistic, matched record TPA-63766, policy version 1
- Record linked automatically92934854882026-10-19 19:31:28, matching_agentidentity id MBR-021229, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141098