Record, CLM, bronze and silver
CLM-431120
Received 2026-10-05T07:43:50Z, line 77,238 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | ·WALKER | Walker | Changed |
| Date of birth | 5/23/1970 | 1970-05-23 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-76125-07 | UHC-76125-07 | Unchanged |
| SSN | •••-••-1659 | •••-••-1659 | Unchanged |
| Phone | 466-412-6436 | 4664126436 | Parsed |
| NULL | — | Cleared | |
| Address | 8094 Desert Sky Boulevard | 8094 Desert Sky Blvd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85341·· | 85341 | Changed |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- michelle|walker
- Address key
- 8094|desert sky|85341
- Canonical first
- michelle
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-140867 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035955
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michelle Walker, 1970-05-23, 2 records, Verified
Evidence
Matched against ENR-140867
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically7b1652db722026-10-19 19:54:39, matching_agentidentity id MBR-035955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140867
- Record linked automatically3d1e0099a82026-10-19 19:52:09, matching_agentidentity id MBR-035955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140867
- Record linked automatically03e799c8f02026-10-19 19:45:42, matching_agentidentity id MBR-035955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140867
- Record linked automatically8edc9caae52026-10-19 19:32:31, matching_agentidentity id MBR-035955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140867
- Record linked automatically9ed7ac473a2026-10-19 19:31:28, matching_agentidentity id MBR-040039, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141046