Record, CLM, bronze and silver
CLM-404298
Received 2026-09-13T10:40:51Z, line 42,243 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 | OLIVIA | Olivia | Changed |
| Middle | ···· | — | Unchanged |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | 12-03-1965 | 1965-03-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-10954-37 | UHC-10954-37 | Parsed |
| SSN | •••-••-6713 | •••-••-6713 | Unchanged |
| Phone | 681-796-6665 | 6817966665 | Parsed |
| ···· | — | Unchanged | |
| Address | 1276 OAK ST | 1276 Oak St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33699 | 33699 | Unchanged |
| Group | ·GRP-6193 | GRP-6193 | Changed |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.74
- Name key
- olivia|carroll
- Address key
- 1276|oak|33699
- Canonical first
- olivia
Quality flags
7 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
- 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-404296 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105641 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030735
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Olivia Carroll, 1965-03-12, 3 records, Verified
Evidence
Matched against CLM-404296
| 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 automatically31ebde46292026-10-22 12:43:54, matching_agentidentity id MBR-030735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404296
- Record linked automaticallyb4a3ac74fb2026-10-19 19:54:38, matching_agentidentity id MBR-030735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404296
- Record linked automatically239c6433af2026-10-19 19:52:09, matching_agentidentity id MBR-030735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404296
- Record linked automatically800d8e0e842026-10-19 19:45:42, matching_agentidentity id MBR-030735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404296
- Record linked automatically49d708155b2026-10-19 19:32:31, matching_agentidentity id MBR-030735, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404296
- Record linked automatically93b51b5bf52026-10-19 19:31:28, scoring_agentidentity id MBR-012708, confidence 1, method probabilistic, matched record CLM-404299, policy version 1