Record, CLM, bronze and silver
CLM-411929
Received 2026-09-30T20:51:52Z, line 76,273 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Lawrence | Lawrence | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez | Ramirez | Unchanged |
| Date of birth | Jun 26, 1998 | 1998-06-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 558 691 7924 | 5586917924 | Parsed |
| lawrence.ramirez3@aol.com | lawrence.ramirez3@aol.com | Unchanged | |
| Address | 5181 DESERT SKY BLVD | 5181 Desert Sky Blvd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85268 | 85268 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- lawrence|ramirez
- Address key
- 5181|desert sky|85268
- Canonical first
- lawrence
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-115709 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029504
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Ramirez, 1998-06-26, 2 records, Verified
Evidence
Matched against ENR-115709
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfe78c5a1b52026-10-19 19:54:38, scoring_agentidentity id MBR-029504, confidence 1, method probabilistic, matched record ENR-115709, policy version 1
- Record linked automatically8d0586960e2026-10-19 19:52:09, scoring_agentidentity id MBR-029504, confidence 1, method probabilistic, matched record ENR-115709, policy version 1
- Record linked automatically849b63759e2026-10-19 19:45:42, scoring_agentidentity id MBR-029504, confidence 1, method probabilistic, matched record ENR-115709, policy version 1
- Record linked automatically8b04121b562026-10-19 19:32:31, scoring_agentidentity id MBR-029504, confidence 1, method probabilistic, matched record ENR-115709, policy version 1
- Record linked automaticallyb3317b68d22026-10-19 19:31:28, scoring_agentidentity id MBR-002840, confidence 1, method probabilistic, matched record TPA-55281, policy version 1