Record, CLM, bronze and silver
CLM-428926
Received 2026-10-16T04:52:04Z, line 5,170 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 | Bell, Kimberly | Kimberly | Changed |
| Middle | ·· | — | Unchanged |
| Last name | — | Bell | Changed |
| Date of birth | 2003-09-01 | 2003-09-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 597-903-3704 | 5979033704 | Parsed |
| — | — | Unchanged | |
| Address | 3424 Central Avenue | 3424 Central Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-6745 | GRP-6745 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.52
- Name key
- kimberly|bell
- Address key
- 3424|central|tempe
- Canonical first
- kimberly
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-428925 | 1.00 | Scored | — | Auto-linked |
| ENR-137912 | 0.94 | Scored | — | Auto-linked |
| CLM-428927 | 0.94 | Scored | — | Auto-linked |
| ENR-137913 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018763
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Bell, 2003-09-01, 5 records, Verified
Evidence
Matched against CLM-428925
| 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
5 hash-chained entries for this record
- Record linked automatically6ad06495fe2026-10-19 19:54:38, scoring_agentidentity id MBR-018763, confidence 1, method probabilistic, matched record CLM-428925, policy version 1
- Record linked automatically30e997c9ec2026-10-19 19:52:09, scoring_agentidentity id MBR-018763, confidence 1, method probabilistic, matched record CLM-428925, policy version 1
- Record linked automaticallyf97f9159ee2026-10-19 19:45:42, scoring_agentidentity id MBR-018763, confidence 1, method probabilistic, matched record CLM-428925, policy version 1
- Record linked automatically2339afc7942026-10-19 19:32:31, scoring_agentidentity id MBR-018763, confidence 1, method probabilistic, matched record CLM-428925, policy version 1
- Record linked automatically6bc5784c882026-10-19 19:31:28, matching_agentidentity id MBR-041484, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-138197