Record, CLM, bronze and silver
CLM-428680
Received 2026-06-18T13:57:55Z, line 38,700 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 | lori | Lori | Changed |
| Middle | — | — | Unchanged |
| Last name | franklin | Franklin | Changed |
| Date of birth | 19820415 | 1982-04-15 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-98775-39 | UHC-98775-39 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | 3386 Washington Street | 3386 Washington St | Changed |
| City | ·Jacksonville | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32272-9723 | 32272 | Changed |
| Group | GRP-0309 | GRP-0309 | Unchanged |
| Plan | ·NULL | — | Cleared |
- Quality score
- 0.48
- Name key
- lori|franklin
- Address key
- 3386|washington|32272
- Canonical first
- lori
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)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-428681 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62686 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018271
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lori Franklin, 1982-04-15, 3 records, Verified
Evidence
Matched against CLM-428681
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically4466e5d03c2026-10-22 12:43:54, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428681
- Record linked automaticallyb821f3244f2026-10-19 19:54:38, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428681
- Record linked automatically0f6daf86f02026-10-19 19:52:09, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428681
- Record linked automatically25d43d37942026-10-19 19:45:42, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428681
- Record linked automatically0e1add92ba2026-10-19 19:32:31, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428681