Record, CLM, bronze and silver
CLM-402315
Received 2026-02-10T13:50:51Z, line 58,855 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Alvarado, Laura | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Alvarado | Changed |
| Date of birth | 20050112 | 2005-01-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-4147 | •••-••-4147 | Unchanged |
| Phone | ···· | — | Unchanged |
| LAURA.ALVARADO75@ICLOUD.COM | laura.alvarado75@icloud.com | Changed | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | - | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- laura|alvarado
- Address key
- —
- Canonical first
- laura
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| ENR-102968 | 0.82 | Scored | — | Sent to steward |
| CLM-402316 | 0.75 | Scored | — | Sent to steward |
| TPA-50981 | 0.75 | Scored | — | Sent to steward |
| PRV-24982 | 0.62 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011993
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Alvarado, 2005-01-12, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0026530.82Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyda029c65182026-10-19 19:31:28, matching_agentidentity id MBR-007979, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103056