Record, CLM, bronze and silver
CLM-408208
Received 2026-03-14T23:38:15Z, line 16,431 of the CLM feed
CLMScored
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 | LOPEZ | Lopez | Changed |
| Date of birth | 19700817 | 1970-08-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-62337-01 | UHC-62337-01 | Parsed |
| SSN | •••-••-2419 | •••-••-2419 | Parsed |
| Phone | (481) 310-2984 | 4813102984 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3579 WILLOW CT·· | 3579 Willow Ct | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33104·· | 33104 | Changed |
| Group | GRP-3135 | GRP-3135 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.72
- Name key
- madison|lopez
- Address key
- 3579|willow|33104
- Canonical first
- madison
Quality flags
8 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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 |
|---|---|---|---|---|
| TPA-53603 | 1.00 | Scored | — | Auto-linked |
| TPA-53602 | 0.99 | Scored | — | Auto-linked |
| ENR-110823 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408209 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-110824 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011442
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Lopez, 1970-08-17, 6 records, Verified
Evidence
Matched against TPA-53603
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2d33daca6f2026-10-19 19:54:38, scoring_agentidentity id MBR-011442, confidence 1, method probabilistic, matched record TPA-53603, policy version 1
- Record linked automatically8da10c574c2026-10-19 19:52:09, scoring_agentidentity id MBR-011442, confidence 1, method probabilistic, matched record TPA-53603, policy version 1
- Record linked automaticallyc7abb9c34f2026-10-19 19:45:42, scoring_agentidentity id MBR-011442, confidence 1, method probabilistic, matched record TPA-53603, policy version 1
- Record linked automatically3241908c7f2026-10-19 19:32:31, scoring_agentidentity id MBR-011442, confidence 1, method probabilistic, matched record TPA-53603, policy version 1
- Record linked automatically6be56ceb752026-10-19 19:31:28, matching_agentidentity id MBR-011382, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110784