Record, CLM, bronze and silver
CLM-431519
Received 2026-04-06T18:26:21Z, line 67,262 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 | SAMANTHA | Samantha | Changed |
| Middle | — | — | Unchanged |
| Last name | COOK | Cook | Changed |
| Date of birth | 1946-05-07 | 1946-05-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | uhc-28805-55 | UHC-28805-55 | Parsed |
| SSN | •••-••-8031 | •••-••-8031 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| samantha.cook4@gmail.com | samantha.cook4@gmail.com | Unchanged | |
| Address | 3442 Hillcrest Road | 3442 Hillcrest Rd | Changed |
| City | Denver | Denver | Unchanged |
| State | co | CO | Changed |
| ZIP | N/A | — | Cleared |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- samantha|cook
- Address key
- 3442|hillcrest|denver
- Canonical first
- samantha
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State code upper-casedTwo-letter state code upper-cased
- ZIP missingStreet address present but no ZIP supplied
- 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-141398 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024340
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Samantha Cook, 1946-05-07, 2 records, Verified
Evidence
Matched against ENR-141398
| 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
6 hash-chained entries for this record
- Record linked automatically72492020522026-10-22 12:43:54, matching_agentidentity id MBR-024340, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141398
- Record linked automatically6f563abb882026-10-19 19:54:38, matching_agentidentity id MBR-024340, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141398
- Record linked automatically11eb4b72ba2026-10-19 19:52:09, matching_agentidentity id MBR-024340, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141398
- Record linked automatically825841fca62026-10-19 19:45:42, matching_agentidentity id MBR-024340, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141398
- Record linked automatically7b518fc8032026-10-19 19:32:31, matching_agentidentity id MBR-024340, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141398
- Record linked automaticallyad12d534892026-10-19 19:31:28, matching_agentidentity id MBR-037544, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141598