Record, CLM, bronze and silver
CLM-400779
Received 2026-10-03T20:28:18Z, line 73,739 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 | Sara | Sara | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 28-10-1959 | 1959-10-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC6261257 | UHC-62612-57 | Parsed |
| SSN | null | — | Cleared |
| Phone | 892.578.8246 | 8925788246 | Parsed |
| - | — | Cleared | |
| Address | 8648 OCEAN AVE | 8648 Ocean Ave | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75092 | 75092 | Unchanged |
| Group | GRP-1733 | GRP-1733 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.76
- Name key
- sara|johnston
- Address key
- 8648|ocean|75092
- Canonical first
- sara
Quality flags
6 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-101047 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039744
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sara Johnston, 1959-10-28, 2 records, Verified
Evidence
Matched against ENR-101047
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1789b882292026-10-22 12:43:55, matching_agentidentity id MBR-039744, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101047
- Record linked automaticallyd70fe9b4402026-10-19 19:54:39, matching_agentidentity id MBR-039744, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101047
- Record linked automaticallyd6c3c6a5b12026-10-19 19:52:09, matching_agentidentity id MBR-039744, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101047
- Record linked automatically2fddb3f5682026-10-19 19:45:42, matching_agentidentity id MBR-039744, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101047
- Record linked automatically45f8ac14cf2026-10-19 19:32:31, matching_agentidentity id MBR-039744, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101047
- Record linked automaticallyaf2a0e16df2026-10-19 19:31:28, scoring_agentidentity id MBR-005466, confidence 1, method probabilistic, matched record PRV-20220, policy version 1