Record, CLM, bronze and silver
CLM-415071
Received 2026-09-02T10:35:40Z, line 46,715 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Roberts | Roberts | Changed |
| Date of birth | 08/03/44 | 1944-08-03 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-49232-31·· | UHC-49232-31 | Parsed |
| SSN | •••-••-7740 | •••-••-7740 | Unchanged |
| Phone | 14515352745 | 4515352745 | Parsed |
| null | — | Cleared | |
| Address | 3071 Cedar Lane | 3071 Cedar Ln | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92160 | 92160 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- karen|roberts
- Address key
- 3071|cedar|92160
- Canonical first
- karen
Quality flags
7 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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-415070 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415072 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024032
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Karen Roberts, 1944-08-03, 3 records, Verified
Evidence
Matched against CLM-415070
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically611e28901d2026-10-22 12:43:54, matching_agentidentity id MBR-024032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415070
- Record linked automatically1651d764472026-10-19 19:54:38, matching_agentidentity id MBR-024032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415070
- Record linked automatically14d86a821a2026-10-19 19:52:09, matching_agentidentity id MBR-024032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415070
- Record linked automatically10a5a717c42026-10-19 19:45:42, matching_agentidentity id MBR-024032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415070
- Record linked automaticallyd2984d6df02026-10-19 19:32:31, matching_agentidentity id MBR-024032, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415070
- Record linked automatically8769607e3f2026-10-19 19:31:28, scoring_agentidentity id MBR-028128, confidence 1, method probabilistic, matched record TPA-56559, policy version 1