Record, CLM, bronze and silver
CLM-429168
Received 2026-01-20T17:08:36Z, line 96,268 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 | LAURA | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | FRANKLNI | Franklni | Changed |
| Date of birth | 1946-02-10 | 1946-02-10 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-32182-41 | UHC-32182-41 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 9718 Camelback Road Apt 11 | 9718 Camelback Rd Apt 11 | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85017·· | 85017 | Changed |
| Group | GRP-8263·· | GRP-8263 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- laura|franklni
- Address key
- 9718|camelback|85017
- Canonical first
- laura
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-138252 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429167 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62892 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002667
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Laura Franklin, 1946-02-10, 4 records, Verified
Evidence
Matched against ENR-138252
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically5a2dad8f7e2026-10-19 19:54:38, matching_agentidentity id MBR-002667, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138252
- Record linked automaticallyfdbe7704282026-10-19 19:52:08, matching_agentidentity id MBR-002667, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138252
- Record linked automaticallyb7b70da71a2026-10-19 19:45:41, matching_agentidentity id MBR-002667, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138252
- Record linked automatically00d1ba7ad72026-10-19 19:32:31, matching_agentidentity id MBR-002667, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138252
- Record linked automatically6c633cdfb02026-10-19 19:31:28, scoring_agentidentity id MBR-016020, confidence 0.925, method probabilistic, matched record CLM-429169, policy version 1