Record, CLM, bronze and silver
CLM-428185
Received 2026-08-13T11:13:01Z, line 95,118 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 | NATALIE | Natalie | Changed |
| Middle | P | P | Unchanged |
| Last name | GRAY | Gray | Changed |
| Date of birth | 1996-11-08 | 1996-11-08 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | uhc-64557-49 | UHC-64557-49 | Parsed |
| SSN | null | — | Cleared |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 7891 Jefferson Avenue | 7891 Jefferson Ave | Changed |
| City | SEATTLE | Seattle | Changed |
| State | wa | WA | Changed |
| ZIP | 98104 | 98104 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- natalie|gray
- Address key
- 7891|jefferson|98104
- Canonical first
- natalie
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
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| CLM-428186 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136967 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018914
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Natalie Gray, 1996-11-08, 3 records, Verified
Evidence
Matched against CLM-428186
| 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
6 hash-chained entries for this record
- Record linked automaticallyfa8c6550002026-10-22 12:43:54, matching_agentidentity id MBR-018914, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428186
- Record linked automatically0bd099bcbd2026-10-19 19:54:38, matching_agentidentity id MBR-018914, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428186
- Record linked automatically14971a858e2026-10-19 19:52:09, matching_agentidentity id MBR-018914, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428186
- Record linked automatically77c9bdb12e2026-10-19 19:45:42, matching_agentidentity id MBR-018914, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428186
- Record linked automaticallyb261658f902026-10-19 19:32:31, matching_agentidentity id MBR-018914, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428186
- Record linked automatically3e0beb31952026-10-19 19:31:28, scoring_agentidentity id MBR-015522, confidence 1, method probabilistic, matched record PRV-28273, policy version 1