Record, CLM, bronze and silver
CLM-431491
Received 2026-03-20T02:06:10Z, line 82,356 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 | Little, Kimberly | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Little | Changed |
| Date of birth | 1941-09-26 | 1941-09-26 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-05525-16 | UHC-05525-16 | Unchanged |
| SSN | •••-••-2897 | •••-••-2897 | Unchanged |
| Phone | 849.437.5336 | 8494375336 | Parsed |
| NULL | — | Cleared | |
| Address | 5743 VALLEY VIEW DRIVE | 5743 Valley View Dr | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV·· | NV | Changed |
| ZIP | ·89140 | 89140 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- kimberly|little
- Address key
- 5743|valley view|89140
- Canonical first
- kimberly
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| ENR-141357 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000351
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kimberly Little, 1941-09-26, 2 records, Verified
Evidence
Matched against ENR-141357
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically42ad0121a42026-10-22 12:43:52, matching_agentidentity id MBR-000351, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141357
- Record linked automaticallycffeb372e32026-10-19 19:54:38, matching_agentidentity id MBR-000351, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141357
- Record linked automatically454a9833a82026-10-19 19:52:08, matching_agentidentity id MBR-000351, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141357
- Record linked automatically4c9a0041402026-10-19 19:45:41, matching_agentidentity id MBR-000351, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141357
- Record linked automatically83422067eb2026-10-19 19:32:31, matching_agentidentity id MBR-000351, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141357
- Record linked automatically531681ca3f2026-10-19 19:31:28, scoring_agentidentity id MBR-012972, confidence 1, method probabilistic, matched record CLM-431492, policy version 1