Record, CLM, bronze and silver
CLM-416252
Received 2026-05-11T15:07:32Z, line 51,631 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 | lisa | Lisa | Changed |
| Middle | ···· | — | Unchanged |
| Last name | bishop | Bishop | Changed |
| Date of birth | 19460425 | 1946-04-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-70027-59 | UHC-70027-59 | Unchanged |
| SSN | •••-••-0671 | •••-••-0671 | Unchanged |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 5476 MESA DR | 5476 Mesa Dr | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93730·· | 93730 | Changed |
| Group | GRP-8808 | GRP-8808 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- lisa|bishop
- Address key
- 5476|mesa|93730
- Canonical first
- lisa
Quality flags
6 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)
- 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-121404 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030213
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lisa Bishop, 1946-04-25, 2 records, Verified
Evidence
Matched against ENR-121404
| 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 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically04df71a2bf2026-10-19 19:54:38, matching_agentidentity id MBR-030213, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121404
- Record linked automatically33a506e5ec2026-10-19 19:52:09, matching_agentidentity id MBR-030213, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121404
- Record linked automatically6ba42b28f42026-10-19 19:45:42, matching_agentidentity id MBR-030213, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121404
- Record linked automatically843b741fa82026-10-19 19:32:31, matching_agentidentity id MBR-030213, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121404
- Record linked automaticallyf9f6f4fd342026-10-19 19:31:28, matching_agentidentity id MBR-011801, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121289