Record, CLM, bronze and silver
CLM-432348
Received 2026-02-19T09:35:08Z, line 42,418 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 | Jammes | Jammes | Unchanged |
| Middle | K | K | Unchanged |
| Last name | Kim | Kim | Unchanged |
| Date of birth | 1968-09-24 | 1968-09-24 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC6414284 | UHC-64142-84 | Parsed |
| SSN | •••-••-2300 | •••-••-2300 | Unchanged |
| Phone | 13252420571 | 3252420571 | Parsed |
| - | — | Cleared | |
| Address | - | — | Cleared |
| City | N/A | — | Cleared |
| State | null | — | Cleared |
| ZIP | -·· | — | Cleared |
| Group | GRP-6213 | GRP-6213 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- jammes|kim
- Address key
- —
- Canonical first
- jammes
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| TPA-64275 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432350 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432349 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014268
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: James Kim, 1968-09-24, 4 records, Verified
Evidence
Matched against TPA-64275
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf17f3734b42026-10-22 12:43:54, matching_agentidentity id MBR-014268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-64275
- Record linked automaticallyc74d4057762026-10-19 19:54:38, matching_agentidentity id MBR-014268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-64275
- Record linked automatically43a19597422026-10-19 19:52:09, matching_agentidentity id MBR-014268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-64275
- Record linked automaticallyea9d01d7432026-10-19 19:45:42, matching_agentidentity id MBR-014268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-64275
- Record linked automatically74f34f94572026-10-19 19:32:31, matching_agentidentity id MBR-014268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-64275
- Record linked automatically4b82e3fcab2026-10-19 19:31:28, matching_agentidentity id MBR-036769, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-142633