Record, CLM , bronze and silver
CLM-421087
Received 2026-08-20T23:18:24Z, line 86,625 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | HEATHER | Heather | Changed |
| Middle | ·· | — | Unchanged |
| Last name | KNIGHT | Knight | Changed |
| Date of birth | 1968-11-05 | 1968-11-05 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-24200-09 | UHC-24200-09 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 945-605-7839 | 9456057839 | Parsed |
| N/A | — | Cleared | |
| Address | 1067 Sunset Boulevard | 1067 Sunset Blvd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85007 | 85007 | Unchanged |
| Group | GRP-5331 | GRP-5331 | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.76
- Name key
- heather|knight
- Address key
- 1067|sunset|85007
- Canonical first
- heather
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Plan code upper-casedPlan code upper-cased
- 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-421088 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127685 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127684 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000689
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Heaher Knight, 1968-11-05, 4 records, Verified
Evidence
Matched against CLM-421088
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automatically9ea34425342026-10-19 19:54:38, matching_agentidentity id MBR-000689, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421088
- Record linked automatically0c2ef2278b2026-10-19 19:52:08, matching_agentidentity id MBR-000689, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421088
- Record linked automaticallyda661bf0672026-10-19 19:45:41, matching_agentidentity id MBR-000689, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421088
- Record linked automaticallyebbfb606332026-10-19 19:32:31, matching_agentidentity id MBR-000689, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421088
- Record linked automatically0eb68bd7dc2026-10-19 19:31:28, scoring_agentidentity id MBR-018320, confidence 1, method probabilistic, matched record ENR-127658, policy version 1