Record, CLM , bronze and silver
CLM-406213
Received 2026-03-02T00:48:34Z, line 75,450 of the CLM feed
CLM Rule
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, Maria | Maria | Changed |
| Middle | E. | E | Changed |
| Last name | — | Little | Changed |
| Date of birth | 1969-04-02 | 1969-04-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-16279-83·· | UHC-16279-83 | Parsed |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 1839 Apache Boulevard | 1839 Apache Blvd | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | Ohio | OH | Changed |
| ZIP | 43238 | 43238 | Unchanged |
| Group | GRP-6770 | GRP-6770 | Unchanged |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.48
- Name key
- maria|little
- Address key
- 1839|apache|43238
- Canonical first
- maria
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- Plan code upper-casedPlan code upper-cased
- 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-108166 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108167 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016816
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Maria Little, 1969-04-02, 3 records, Verified
Evidence
Matched against ENR-108166
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyaad82966ab2026-10-19 19:54:38, matching_agentidentity id MBR-016816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108166
- Record linked automatically94b4a6f48f2026-10-19 19:52:09, matching_agentidentity id MBR-016816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108166
- Record linked automaticallya2b543891d2026-10-19 19:45:42, matching_agentidentity id MBR-016816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108166
- Record linked automatically774ea7353d2026-10-19 19:32:31, matching_agentidentity id MBR-016816, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108166
- Record linked automaticallyd14b88e7572026-10-19 19:31:28, scoring_agentidentity id MBR-022600, confidence 1, method probabilistic, matched record PRV-21857, policy version 1