Record, CLM, bronze and silver
CLM-420915
Received 2026-10-17T04:36:26Z, line 50,443 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 | MARILYN | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | KELLY | Kelly | Changed |
| Date of birth | 1993-01-09 | 1993-01-09 | Unchanged |
| Gender | null | — | Cleared |
| Member ID | UHC-08484-93 | UHC-08484-93 | Unchanged |
| SSN | ·N/A | — | Cleared |
| Phone | NULL·· | — | Cleared |
| marilyn.kelly@hotmail.com | marilyn.kelly@hotmail.com | Unchanged | |
| Address | 2128 Union Street | 2128 Union St | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85217 | 85217 | Unchanged |
| Group | GRP-0739 | GRP-0739 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- marilyn|kelly
- Address key
- 2128|union|85217
- Canonical first
- marilyn
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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-127499 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039862
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Marilyn Kelly, 1993-01-09, 2 records, Verified
Evidence
Matched against ENR-127499
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically6b8b7e85752026-10-19 19:54:39, matching_agentidentity id MBR-039862, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127499
- Record linked automaticallye3a41092be2026-10-19 19:52:09, matching_agentidentity id MBR-039862, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127499
- Record linked automaticallyc8609340a82026-10-19 19:45:42, matching_agentidentity id MBR-039862, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127499
- Record linked automatically6d26eaae922026-10-19 19:32:31, matching_agentidentity id MBR-039862, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127499
- Record linked automaticallyb14d064c702026-10-19 19:31:28, scoring_agentidentity id MBR-032000, confidence 1, method probabilistic, matched record CLM-420919, policy version 1