Record, CLM, bronze and silver
CLM-431100
Received 2026-07-01T18:10:38Z, line 47,115 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 | Kimberly | Kimberly | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Baker | Baker | Unchanged |
| Date of birth | 1956-01-26 | 1956-01-26 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-4770 | •••-••-4770 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | N/A·· | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.82
- Name key
- kimberly|baker
- Address key
- —
- Canonical first
- kimberly
Quality flags
3 raised during normalisation
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-431101 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-140838 | 0.83 | Scored | — | Sent to steward |
| TPA-63742 | 0.83 | Scored | — | Sent to steward |
| CLM-423615 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019181
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Kimberly Baker, 1956-01-26, 4 records, Verified
Evidence
Matched against CLM-431101
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically81b07bae742026-10-22 12:43:54, matching_agentidentity id MBR-019181, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431101
- Record linked automatically6d11f61c762026-10-19 19:54:38, matching_agentidentity id MBR-019181, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431101
- Record linked automaticallyeac0514d102026-10-19 19:52:09, matching_agentidentity id MBR-019181, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431101
- Record linked automaticallyebbf5e56eb2026-10-19 19:45:42, matching_agentidentity id MBR-019181, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431101
- Record linked automatically1f7ae6ebc02026-10-19 19:32:31, matching_agentidentity id MBR-019181, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431101
- Record linked automatically85de5258d22026-10-19 19:31:28, scoring_agentidentity id MBR-015992, confidence 1, method probabilistic, matched record CLM-431101, policy version 1