Record, CLM, bronze and silver
CLM-422046
Received 2026-04-10T16:23:15Z, line 20,088 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 | CAMPBELL | Campbell | Changed |
| Middle | — | — | Unchanged |
| Last name | CARLOS | Carlos | Changed |
| Date of birth | 18-06-1961 | 1961-06-18 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-89227-34 | UHC-89227-34 | Unchanged |
| SSN | •••-••-4604 | •••-••-4604 | Unchanged |
| Phone | NULL | — | Cleared |
| ·NULL | — | Cleared | |
| Address | 1159 BAYSHORE DRIVE Apt 18 | 1159 Bayshore Dr Apt 18 | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78762 | 78762 | Unchanged |
| Group | GRP-9054 | GRP-9054 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.50
- Name key
- campbell|carlos
- Address key
- 1159|bayshore|78762
- Canonical first
- campbell
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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-422048 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422047 | 0.99 | Scored | — | Auto-linked |
| CLM-422045 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008494
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carlos Campbell, 1961-06-18, 5 records, Verified
Evidence
Matched against CLM-422048
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc06dec418f2026-10-19 19:54:38, matching_agentidentity id MBR-008494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422048
- Record linked automaticallybbe0f5cc3a2026-10-19 19:52:09, matching_agentidentity id MBR-008494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422048
- Record linked automatically0a65b87ae52026-10-19 19:45:42, matching_agentidentity id MBR-008494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422048
- Record linked automatically6d2db62d2e2026-10-19 19:32:31, matching_agentidentity id MBR-008494, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422048
- Record linked automaticallyaf94c6b48d2026-10-19 19:31:28, scoring_agentidentity id MBR-017048, confidence 0.878, method probabilistic, matched record ENR-128998, policy version 1