Record, CLM, bronze and silver
CLM-402802
Received 2026-05-14T03:55:39Z, line 15,022 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 | Changed |
| Middle | R | R | Unchanged |
| Last name | RIOS | Rios | Changed |
| Date of birth | ·19970523 | 1997-05-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 5559 HARBOR BOULEVARD | 5559 Harbor Blvd | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85241 | 85241 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- kimberly|rios
- Address key
- 5559|harbor|85241
- Canonical first
- kimberly
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)
- 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
- City re-casedCity re-cased to Title Case
- 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-103607 | 1.00 | Scored | — | Auto-linked |
| CLM-402803 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030597
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Rios, 1997-05-23, 3 records, Verified
Evidence
Matched against ENR-103607
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically46be00a3922026-10-22 12:43:54, scoring_agentidentity id MBR-030597, confidence 1, method probabilistic, matched record ENR-103607, policy version 1
- Record linked automatically8c0303e9d82026-10-19 19:54:38, scoring_agentidentity id MBR-030597, confidence 1, method probabilistic, matched record ENR-103607, policy version 1
- Record linked automaticallya51ecd1c9b2026-10-19 19:52:09, scoring_agentidentity id MBR-030597, confidence 1, method probabilistic, matched record ENR-103607, policy version 1
- Record linked automaticallydb400e39d52026-10-19 19:45:42, scoring_agentidentity id MBR-030597, confidence 1, method probabilistic, matched record ENR-103607, policy version 1
- Record linked automaticallyea1dd3157a2026-10-19 19:32:31, scoring_agentidentity id MBR-030597, confidence 1, method probabilistic, matched record ENR-103607, policy version 1
- Record linked automaticallycd24293ffa2026-10-19 19:31:28, matching_agentidentity id MBR-021167, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103667