Record, CLM, bronze and silver
CLM-425522
Received 2026-04-08T07:33:26Z, line 6,632 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 | ·JEAN | Jean | Changed |
| Middle | L. | L | Changed |
| Last name | KENNEDY | Kennedy | Changed |
| Date of birth | ·1943-08-20 | 1943-08-20 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC4123429 | UHC-41234-29 | Parsed |
| SSN | null | — | Cleared |
| Phone | 19806639181 | 9806639181 | Parsed |
| NULL | — | Cleared | |
| Address | 3458 Maple Avenue | 3458 Maple Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85033 | 85033 | Unchanged |
| Group | GRP-4644 | GRP-4644 | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.58
- Name key
- jean|kennedy
- Address key
- 3458|maple|85033
- Canonical first
- jean
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-133387 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425523 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023614
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jean Kennedy, 1943-08-20, 3 records, Verified
Evidence
Matched against CLM-425523
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically6922e7ba792026-10-19 19:54:38, matching_agentidentity id MBR-023614, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425523
- Record linked automaticallyc7f63b80002026-10-19 19:52:09, matching_agentidentity id MBR-023614, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425523
- Record linked automatically61fa944b8a2026-10-19 19:45:42, matching_agentidentity id MBR-023614, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425523
- Record linked automaticallye2c414f66f2026-10-19 19:32:31, matching_agentidentity id MBR-023614, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425523
- Record linked automatically3bf1ed57892026-10-19 19:31:28, scoring_agentidentity id MBR-021655, confidence 1, method probabilistic, matched record CLM-425524, policy version 1