Record, CLM, bronze and silver
CLM-425371
Received 2026-04-08T21:51:50Z, line 285 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 | LINDA | Linda | Changed |
| Middle | H | H | Unchanged |
| Last name | WILLIS | Willis | Changed |
| Date of birth | 1996-05-06 | 1996-05-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-42566-34 | UHC-42566-34 | Unchanged |
| SSN | •••-••-3995 | •••-••-3995 | Unchanged |
| Phone | ·· | — | Unchanged |
| null | — | Cleared | |
| Address | 4422 UNION STREET | 4422 Union St | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | ···· | — | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- linda|willis
- Address key
- 4422|union|denver
- Canonical first
- linda
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
- ZIP missingStreet address present but no ZIP supplied
- 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-133194 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024737
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Linda Willis, 1997-05-06, 2 records, Verified
Evidence
Matched against ENR-133194
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallye6d91b94bc2026-10-19 19:54:38, matching_agentidentity id MBR-024737, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133194
- Record linked automaticallyb8fa4f99e62026-10-19 19:52:09, matching_agentidentity id MBR-024737, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133194
- Record linked automaticallyb90dcbfea62026-10-19 19:45:42, matching_agentidentity id MBR-024737, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133194
- Record linked automaticallyc7d86918052026-10-19 19:32:31, matching_agentidentity id MBR-024737, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133194
- Record linked automatically9e95be46762026-10-19 19:31:28, scoring_agentidentity id MBR-016685, confidence 1, method probabilistic, matched record CLM-425370, policy version 1