Record, CLM, bronze and silver
CLM-407648
Received 2026-06-02T06:49:28Z, line 4,806 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 | J | J | Unchanged |
| Last name | roberts | Roberts | Changed |
| Date of birth | 1965-01-21 | 1965-01-21 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-22451-24 | UHC-22451-24 | Unchanged |
| SSN | - | — | Cleared |
| Phone | (678) 597-3841 | 6785973841 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8007 BROADWAY | 8007 Broadway | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85287 | 85287 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- kimberly|roberts
- Address key
- 8007|broadway|85287
- Canonical first
- kimberly
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Address re-casedStreet line re-cased and punctuation removed
- 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-110033 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033275
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Roberts, 1965-01-21, 2 records, Verified
Evidence
Matched against ENR-110033
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically8a7ba0ed342026-10-22 12:43:55, scoring_agentidentity id MBR-033275, confidence 1, method probabilistic, matched record ENR-110033, policy version 1
- Record linked automatically7e44c773fd2026-10-19 19:54:38, scoring_agentidentity id MBR-033275, confidence 1, method probabilistic, matched record ENR-110033, policy version 1
- Record linked automaticallyc7c23c9c072026-10-19 19:52:09, scoring_agentidentity id MBR-033275, confidence 1, method probabilistic, matched record ENR-110033, policy version 1
- Record linked automatically37d3d118502026-10-19 19:45:42, scoring_agentidentity id MBR-033275, confidence 1, method probabilistic, matched record ENR-110033, policy version 1
- Record linked automatically7355dd145b2026-10-19 19:32:31, scoring_agentidentity id MBR-033275, confidence 1, method probabilistic, matched record ENR-110033, policy version 1
- Record linked automaticallybc027561462026-10-19 19:31:28, matching_agentidentity id MBR-025355, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109998