Record, CLM, bronze and silver
CLM-424160
Received 2026-06-29T01:54:35Z, line 4,080 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 | ranyd | Ranyd | Changed |
| Middle | — | — | Unchanged |
| Last name | maldonado | Maldonado | Changed |
| Date of birth | 1963-10-24 | 1963-10-24 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-5169 | •••-••-5169 | Unchanged |
| Phone | 5507664265 | 5507664265 | Unchanged |
| — | — | Unchanged | |
| Address | 8563 Apache Blvd | 8563 Apache Blvd | Unchanged |
| City | GLENDALE | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85369 | 85369 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- ranyd|maldonado
- Address key
- 8563|apache|85369
- Canonical first
- ranyd
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-424161 | 0.99 | Scored | — | Auto-linked |
| PRV-27119 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019240
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Randy Maldonado, 1963-10-24, 3 records, Verified
Evidence
Matched against CLM-424161
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically8b26db0bb92026-10-19 19:54:38, scoring_agentidentity id MBR-019240, confidence 0.993, method probabilistic, matched record CLM-424161, policy version 1
- Record linked automaticallybe304bec0e2026-10-19 19:52:09, scoring_agentidentity id MBR-019240, confidence 0.993, method probabilistic, matched record CLM-424161, policy version 1
- Record linked automatically166d8608b92026-10-19 19:45:42, scoring_agentidentity id MBR-019240, confidence 0.993, method probabilistic, matched record CLM-424161, policy version 1
- Record linked automaticallyed486c64c72026-10-19 19:32:31, scoring_agentidentity id MBR-019240, confidence 0.993, method probabilistic, matched record CLM-424161, policy version 1
- Record linked automatically74caaad28f2026-10-19 19:31:28, matching_agentidentity id MBR-001429, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131781