Record, CLM, bronze and silver
CLM-429385
Received 2026-03-22T12:04:22Z, line 42,088 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 | MADISON | Madison | Changed |
| Middle | — | — | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 19480225 | 1948-02-25 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-92091-04 | UHC-92091-04 | Unchanged |
| SSN | •••-••-5512 | •••-••-5512 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 1690 Forest Avenue | 1690 Forest Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85369 | 85369 | Unchanged |
| Group | GRP-2699 | GRP-2699 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- madison|graham
- Address key
- 1690|forest|85369
- Canonical first
- madison
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-429384 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429386 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62986 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009268
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Madison Graham, 1948-02-25, 4 records, Verified
Evidence
Matched against CLM-429386
| 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 | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb7aeacf2512026-10-22 12:43:54, matching_agentidentity id MBR-009268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429386
- Record linked automatically74a8d0f7412026-10-19 19:54:38, matching_agentidentity id MBR-009268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429386
- Record linked automaticallyf3926bf9372026-10-19 19:52:09, matching_agentidentity id MBR-009268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429386
- Record linked automaticallyc553513cc52026-10-19 19:45:42, matching_agentidentity id MBR-009268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429386
- Record linked automatically6d695904212026-10-19 19:32:31, matching_agentidentity id MBR-009268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429386
- Record linked automaticallyfec74f28be2026-10-19 19:31:28, matching_agentidentity id MBR-005892, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138808