Record, CLM, bronze and silver
CLM-413401
Received 2026-06-15T01:57:43Z, line 34,828 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 | H. | H | Changed |
| Last name | SHAW | Shaw | Changed |
| Date of birth | 1997-08-15 | 1997-08-15 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-70188-66 | UHC-70188-66 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| ·NULL | — | Cleared | |
| Address | 2823 Spring Street | 2823 Spring St | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-4479 | GRP-4479 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.50
- Name key
- lauren|shaw
- Address key
- 2823|spring|los angeles
- Canonical first
- lauren
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- ZIP missingStreet address present but no ZIP supplied
- 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-23892 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-23893 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-55895 | 0.92 | Scored | — | Auto-linked |
| CLM-413400 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019249
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Shaw, 1997-08-15, 4 records, Verified
Evidence
Matched against PRV-23893
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically50b3fd5d912026-10-22 12:43:54, matching_agentidentity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
- Record linked automatically43401362012026-10-19 19:54:38, matching_agentidentity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
- Record linked automatically751eda95b62026-10-19 19:52:09, matching_agentidentity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
- Record linked automatically1d597da7ed2026-10-19 19:45:42, matching_agentidentity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
- Record linked automatically91f1647b342026-10-19 19:32:31, matching_agentidentity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
- Record linked automatically70167e65352026-10-19 19:31:28, matching_agentidentity id MBR-032245, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117668