Record, CLM, bronze and silver
CLM-414054
Received 2026-01-07T21:41:05Z, line 50,966 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 | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hart | Hart | Unchanged |
| Date of birth | 01/04/1944 | 1944-01-04 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-60761-45 | UHC-60761-45 | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4177 Grand Ave | 4177 Grand Ave | Unchanged |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV·· | NV | Changed |
| ZIP | 89109 | 89109 | Unchanged |
| Group | GRP-5316 | GRP-5316 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- sophia|hart
- Address key
- 4177|grand|89109
- Canonical first
- sophia
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-56207 | 1.00 | Scored | — | Auto-linked |
| PRV-24083 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-118413 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002194
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Hart, 1944-01-04, 4 records, Verified
Evidence
Matched against TPA-56207
| 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 automatically92c46813202026-10-19 19:54:38, scoring_agentidentity id MBR-002194, confidence 1, method probabilistic, matched record TPA-56207, policy version 1
- Record linked automatically37d19221142026-10-19 19:52:08, scoring_agentidentity id MBR-002194, confidence 1, method probabilistic, matched record TPA-56207, policy version 1
- Record linked automatically3af311ad702026-10-19 19:45:41, scoring_agentidentity id MBR-002194, confidence 1, method probabilistic, matched record TPA-56207, policy version 1
- Record linked automatically4a36167a762026-10-19 19:32:31, scoring_agentidentity id MBR-002194, confidence 1, method probabilistic, matched record TPA-56207, policy version 1
- Record linked automatically5add249ae42026-10-19 19:31:28, matching_agentidentity id MBR-022792, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118463