Record, CLM, bronze and silver
CLM-427899
Received 2026-02-26T13:09:47Z, line 15,965 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 | KEITH | Keith | Changed |
| Middle | X. | X | Changed |
| Last name | LARSON | Larson | Changed |
| Date of birth | 1994-01-19 | 1994-01-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-83530-31 | UHC-83530-31 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 4843 Oak Street | 4843 Oak St | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75229 | 75229 | Unchanged |
| Group | GRP-4386 | GRP-4386 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- keith|larson
- Address key
- 4843|oak|75229
- Canonical first
- keith
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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-62326 | 1.00 | Scored | — | Auto-linked |
| CLM-427898 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136582 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136583 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62327 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008957
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Keith Larson, 1994-01-19, 8 records, Verified
Evidence
Matched against TPA-62326
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya6d7f13fd82026-10-19 19:54:38, scoring_agentidentity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
- Record linked automaticallydf428dec2c2026-10-19 19:52:09, scoring_agentidentity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
- Record linked automaticallye4fa097b0e2026-10-19 19:45:42, scoring_agentidentity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
- Record linked automaticallya22bb7d2c72026-10-19 19:32:31, scoring_agentidentity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
- Record linked automatically1e29240d382026-10-19 19:31:28, matching_agentidentity id MBR-003192, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136898