Record, CLM, bronze and silver
CLM-402093
Received 2026-01-10T19:30:42Z, line 51,814 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 | — | — | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 1969-01-02 | 1969-01-02 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC0618355 | UHC-06183-55 | Parsed |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 8770 OAK ST | 8770 Oak St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32228 | 32228 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.64
- Name key
- natalie|graham
- Address key
- 8770|oak|32228
- Canonical first
- natalie
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| CLM-402095 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402094 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102678 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003139
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Natalie Graham, 1969-01-02, 4 records, Verified
Evidence
Matched against CLM-402095
| 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 automatically0cc730fa0d2026-10-22 12:43:53, matching_agentidentity id MBR-003139, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402095
- Record linked automaticallya296e5b8242026-10-19 19:54:38, matching_agentidentity id MBR-003139, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402095
- Record linked automatically76838938ef2026-10-19 19:52:08, matching_agentidentity id MBR-003139, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402095
- Record linked automaticallybce3ed94db2026-10-19 19:45:41, matching_agentidentity id MBR-003139, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402095
- Record linked automaticallye3909697a22026-10-19 19:32:31, matching_agentidentity id MBR-003139, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402095
- Record linked automatically6e9f0a544a2026-10-19 19:31:28, matching_agentidentity id MBR-025751, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-102727