Record, CLM, bronze and silver
CLM-407515
Received 2026-01-31T11:10:06Z, line 88,571 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | MALDONADO | Maldonado | Changed |
| Date of birth | 7/20/1994 | 1994-07-20 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-1389 | •••-••-1389 | Unchanged |
| Phone | (813) 298-0919 | 8132980919 | Parsed |
| — | — | Unchanged | |
| Address | 7498 MAIN STREET | 7498 Main St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85367 | 85367 | Unchanged |
| Group | - | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- lawrence|maldonado
- Address key
- 7498|main|85367
- Canonical first
- lawrence
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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-109851 | 1.00 | Scored | — | Auto-linked |
| CLM-407517 | 1.00 | Scored | — | Auto-linked |
| PRV-22217 | 0.94 | Scored | — | Auto-linked |
| CLM-407516 | 0.93 | Scored | — | Auto-linked |
| PRV-22218 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000899
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Maldonado, 1994-07-20, 6 records, Verified
Evidence
Matched against CLM-407517
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb2d4ea2cf42026-10-19 19:54:38, scoring_agentidentity id MBR-000899, confidence 1, method probabilistic, matched record CLM-407517, policy version 1
- Record linked automatically89488243222026-10-19 19:52:08, scoring_agentidentity id MBR-000899, confidence 1, method probabilistic, matched record CLM-407517, policy version 1
- Record linked automaticallycc45cd11852026-10-19 19:45:41, scoring_agentidentity id MBR-000899, confidence 1, method probabilistic, matched record CLM-407517, policy version 1
- Record linked automatically8b143c5b922026-10-19 19:32:31, scoring_agentidentity id MBR-000899, confidence 1, method probabilistic, matched record CLM-407517, policy version 1
- Record linked automatically07560801d82026-10-19 19:31:28, matching_agentidentity id MBR-028588, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109828