Record, CLM, bronze and silver
CLM-405616
Received 2026-07-02T12:06:18Z, line 22,871 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 | lauren | Lauren | Changed |
| Middle | Q | Q | Unchanged |
| Last name | hawkins | Hawkins | Changed |
| Date of birth | 10/25/83 | 1983-10-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-71458-08 | UHC-71458-08 | Unchanged |
| SSN | •••-••-3714 | •••-••-3714 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 6596 ELM STREET | 6596 Elm St | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80298 | 80298 | Unchanged |
| Group | GRP-8544 | GRP-8544 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- lauren|hawkins
- Address key
- 6596|elm|80298
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-405617 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-107391 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031029
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Hakins, 1983-10-25, 3 records, Verified
Evidence
Matched against CLM-405617
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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
5 hash-chained entries for this record
- Record linked automaticallyf9d8d339f82026-10-19 19:54:38, matching_agentidentity id MBR-031029, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405617
- Record linked automatically4a551dba2d2026-10-19 19:52:09, matching_agentidentity id MBR-031029, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405617
- Record linked automatically08564bb8272026-10-19 19:45:42, matching_agentidentity id MBR-031029, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405617
- Record linked automatically65cb0853002026-10-19 19:32:31, matching_agentidentity id MBR-031029, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405617
- Record linked automatically5eee6fe6442026-10-19 19:31:28, scoring_agentidentity id MBR-004460, confidence 1, method probabilistic, matched record ENR-107343, policy version 1