Record, CLM, bronze and silver
CLM-420024
Received 2026-03-23T03:25:26Z, line 87,349 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 | KAYLA | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDS | Richards | Changed |
| Date of birth | 10-01-1976 | 1976-01-10 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-42568-66 | UHC-42568-66 | Unchanged |
| SSN | •••-••-5895 | •••-••-5895 | Unchanged |
| Phone | null | — | Cleared |
| kayla.richards@outlook.com | kayla.richards@outlook.com | Unchanged | |
| Address | 2779 PINE DRIVE | 2779 Pine Dr | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | 75256 | 75256 | Unchanged |
| Group | GRP-3851 | GRP-3851 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- kayla|richards
- Address key
- 2779|pine|75256
- Canonical first
- kayla
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)
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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 |
|---|---|---|---|---|
| PRV-25939 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58833 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420025 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420026 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009104
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Richards, 1976-01-10, 5 records, Verified
Evidence
Matched against PRV-25939
| 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
4 hash-chained entries for this record
- Record linked automatically51e103e3cf2026-10-19 19:54:38, matching_agentidentity id MBR-009104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25939
- Record linked automatically74383e335c2026-10-19 19:52:09, matching_agentidentity id MBR-009104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25939
- Record linked automatically9b6d6aaccc2026-10-19 19:45:42, matching_agentidentity id MBR-009104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25939
- Record linked automaticallyb4a07712eb2026-10-19 19:32:31, matching_agentidentity id MBR-009104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25939