Record, CLM, bronze and silver
CLM-402435
Received 2026-06-05T16:49:46Z, line 42,435 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 | karen | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | little | Little | Changed |
| Date of birth | 3/3/1959 | 1959-03-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC0610579 | UHC-06105-79 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 2192983 | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | NULL | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- karen|little
- Address key
- —
- Canonical first
- karen
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| ENR-103131 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-20714 | 0.83 | Scored | — | Sent to steward |
| TPA-51033 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007953
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Karen Little, 1995-03-03, 2 records, Verified
Evidence
Matched against ENR-103131
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallydf0369439e2026-10-19 19:54:38, matching_agentidentity id MBR-007953, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103131
- Record linked automatically9d0dd65aea2026-10-19 19:52:09, matching_agentidentity id MBR-007953, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103131
- Record linked automaticallyf49dd593112026-10-19 19:45:42, matching_agentidentity id MBR-007953, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103131
- Record linked automatically7c5529b2622026-10-19 19:32:31, matching_agentidentity id MBR-007953, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103131
- Record linked automatically666929163e2026-10-19 19:31:28, scoring_agentidentity id MBR-006581, confidence 1, method probabilistic, matched record CLM-402434, policy version 1