Record, CLM, bronze and silver
CLM-418329
Received 2026-07-27T15:39:48Z, line 96,826 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 | HANNAH | Hannah | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIS | Willis | Changed |
| Date of birth | 19730527 | 1973-05-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-29058-11 | UHC-29058-11 | Unchanged |
| SSN | •••-••-8140 | •••-••-8140 | Unchanged |
| Phone | 912-605-0434 | 9126050434 | Parsed |
| null | — | Cleared | |
| Address | 9616 Harbor Boulevard | 9616 Harbor Blvd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85023 | 85023 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- hannah|willis
- Address key
- 9616|harbor|85023
- Canonical first
- hannah
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-418328 | 1.00 | Scored | — | Auto-linked |
| ENR-124109 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58080 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000099
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Hannah Willis, 1973-05-27, 4 records, Verified
Evidence
Matched against CLM-418328
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically54486c8c3a2026-10-19 19:54:38, scoring_agentidentity id MBR-000099, confidence 1, method probabilistic, matched record CLM-418328, policy version 1
- Record linked automatically611806434d2026-10-19 19:52:08, scoring_agentidentity id MBR-000099, confidence 1, method probabilistic, matched record CLM-418328, policy version 1
- Record linked automatically05aed8b67e2026-10-19 19:45:41, scoring_agentidentity id MBR-000099, confidence 1, method probabilistic, matched record CLM-418328, policy version 1
- Record linked automaticallydcbbc112c42026-10-19 19:32:30, scoring_agentidentity id MBR-000099, confidence 1, method probabilistic, matched record CLM-418328, policy version 1