Record, CLM, bronze and silver
CLM-402803
Received 2026-09-05T05:15:08Z, line 84,793 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 | Kimberly | Kimberly | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Rios | Rios | Unchanged |
| Date of birth | 05/23/1997 | 1997-05-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 5559 Harbor Blvd | 5559 Harbor Blvd | Unchanged |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.80
- Name key
- kimberly|rios
- Address key
- 5559|harbor|mesa
- Canonical first
- kimberly
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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-402802 | 0.93 | Scored | — | Auto-linked |
| ENR-103607 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030597
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Kimberly Rios, 1997-05-23, 3 records, Verified
Evidence
Matched against CLM-402802
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb337e75bc72026-10-22 12:43:54, scoring_agentidentity id MBR-030597, confidence 0.925, method probabilistic, matched record CLM-402802, policy version 1
- Record linked automatically873333f1bf2026-10-19 19:54:38, scoring_agentidentity id MBR-030597, confidence 0.925, method probabilistic, matched record CLM-402802, policy version 1
- Record linked automaticallyc54e6cc7602026-10-19 19:52:09, scoring_agentidentity id MBR-030597, confidence 0.925, method probabilistic, matched record CLM-402802, policy version 1
- Record linked automatically7b4de2d5f92026-10-19 19:45:42, scoring_agentidentity id MBR-030597, confidence 0.925, method probabilistic, matched record CLM-402802, policy version 1
- Record linked automatically0b225824662026-10-19 19:32:31, scoring_agentidentity id MBR-030597, confidence 0.925, method probabilistic, matched record CLM-402802, policy version 1