Record, CLM, bronze and silver
CLM-420068
Received 2026-02-24T12:38:14Z, line 45,931 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 | LAUREN | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | KELLY | Kelly | Changed |
| Date of birth | 2003-11-07 | 2003-11-07 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-96244-64 | UHC-96244-64 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | 287.929.1810 | 2879291810 | Parsed |
| NULL | — | Cleared | |
| Address | 1212 Hillcrest Road | 1212 Hillcrest Rd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85240 | 85240 | Unchanged |
| Group | GRP-7560 | GRP-7560 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- lauren|kelly
- Address key
- 1212|hillcrest|85240
- Canonical first
- lauren
Quality flags
6 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
- 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
- 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-126435 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007363
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Kelly, 2003-11-07, 2 records, Verified
Evidence
Matched against ENR-126435
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically103b5540542026-10-19 19:54:38, matching_agentidentity id MBR-007363, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126435
- Record linked automatically7d2a5656bd2026-10-19 19:52:09, matching_agentidentity id MBR-007363, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126435
- Record linked automatically22255892102026-10-19 19:45:42, matching_agentidentity id MBR-007363, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126435
- Record linked automaticallya6e69f1db62026-10-19 19:32:31, matching_agentidentity id MBR-007363, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126435
- Record linked automatically4932addcc32026-10-19 19:31:28, scoring_agentidentity id MBR-034898, confidence 0.989, method probabilistic, matched record TPA-58750, policy version 1