Record, CLM, bronze and silver
CLM-418199
Received 2026-09-21T12:49:23Z, line 77,924 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 | LAURA | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | ·GUZMAN | Guzman | Changed |
| Date of birth | 1972-04-20 | 1972-04-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 3197 Ridge Road | 3197 Ridge Rd | Changed |
| City | PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75022 | 75022 | Unchanged |
| Group | GRP-5708 | GRP-5708 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- laura|guzman
- Address key
- 3197|ridge|75022
- Canonical first
- laura
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-418200 | 0.81 | Scored | — | Sent to steward |
| ENR-123920 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-044706
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Guzman, 1972-04-20, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0035720.81Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyda47d303e42026-10-19 19:31:28, matching_agentidentity id MBR-001257, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123837