Record, CLM, bronze and silver
CLM-417408
Received 2026-01-30T07:36:34Z, line 54,955 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 | Shirley | Shirley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Larson | Larson | Unchanged |
| Date of birth | 01-03-2002 | 2002-03-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-40728-43 | UHC-40728-43 | Unchanged |
| SSN | •••-••-9606 | •••-••-9606 | Unchanged |
| Phone | 7893684 | — | Cleared |
| null | — | Cleared | |
| Address | - | — | Cleared |
| City | - | — | Cleared |
| State | ···· | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | ·GRP-8968 | GRP-8968 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- shirley|larson
- Address key
- —
- Canonical first
- shirley
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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-57703 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122948 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122949 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008875
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Larson, 2002-03-01, 4 records, Verified
Evidence
Matched against TPA-57703
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc589e410512026-10-22 12:43:54, matching_agentidentity id MBR-008875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57703
- Record linked automatically3940861c3e2026-10-19 19:54:38, matching_agentidentity id MBR-008875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57703
- Record linked automaticallyd5ac7c66a92026-10-19 19:52:09, matching_agentidentity id MBR-008875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57703
- Record linked automatically9de9bea0582026-10-19 19:45:42, matching_agentidentity id MBR-008875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57703
- Record linked automatically85a914b5f32026-10-19 19:32:31, matching_agentidentity id MBR-008875, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57703
- Record linked automaticallycc3a71cad52026-10-19 19:31:28, scoring_agentidentity id MBR-000724, confidence 0.996, method probabilistic, matched record TPA-57614, policy version 1