Record, CLM, bronze and silver
CLM-407731
Received 2026-04-18T22:40:55Z, line 2,188 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 | BEVERLY | Beverly | Changed |
| Middle | G. | G | Changed |
| Last name | PADILLA | Padilla | Changed |
| Date of birth | 26-10-1954·· | 1954-10-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 6136 Park Pl | 6136 Park Pl | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85225 | 85225 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- beverly|padilla
- Address key
- 6136|park|85225
- Canonical first
- beverly
Quality flags
5 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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-110154 | 1.00 | Scored | — | Auto-linked |
| CLM-407732 | 1.00 | Scored | — | Auto-linked |
| PRV-22292 | 1.00 | Scored | — | Auto-linked |
| CLM-407730 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004517
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Beverly Padilla, 1954-10-26, 5 records, Verified
Evidence
Matched against CLM-407732
| 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 automatically470cabcfd42026-10-19 19:54:38, scoring_agentidentity id MBR-004517, confidence 1, method probabilistic, matched record CLM-407732, policy version 1
- Record linked automatically1a3b9d3bc12026-10-19 19:52:08, scoring_agentidentity id MBR-004517, confidence 1, method probabilistic, matched record CLM-407732, policy version 1
- Record linked automaticallyb099c2565e2026-10-19 19:45:42, scoring_agentidentity id MBR-004517, confidence 1, method probabilistic, matched record CLM-407732, policy version 1
- Record linked automatically20a8ab1d492026-10-19 19:32:31, scoring_agentidentity id MBR-004517, confidence 1, method probabilistic, matched record CLM-407732, policy version 1
- Record linked automatically00fa0003e92026-10-19 19:31:28, matching_agentidentity id MBR-006229, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407730