Record, CLM, bronze and silver
CLM-428927
Received 2026-05-14T21:06:10Z, line 33,959 of the CLM feed
CLMRule
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 | Bell | Bell | Unchanged |
| Date of birth | 2003-09-01·· | 2003-09-01 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-2084 | •••-••-2084 | Unchanged |
| Phone | (597) 903-3704 | 5979033704 | Parsed |
| - | — | Cleared | |
| Address | 3424 CENTRAL AVENUE | 3424 Central Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85277 | 85277 | Unchanged |
| Group | GRP-6745 | GRP-6745 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- kimberly|bell
- Address key
- 3424|central|85277
- Canonical first
- kimberly
Quality flags
5 raised during normalisation
- 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
- 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-137913 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-137912 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-428925 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-428926 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018763
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Kimberly Bell, 2003-09-01, 5 records, Verified
Evidence
Matched against ENR-137912
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya825d626b82026-10-19 19:54:38, matching_agentidentity id MBR-018763, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137912
- Record linked automaticallydbaa33ade12026-10-19 19:52:09, matching_agentidentity id MBR-018763, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137912
- Record linked automatically39cc99e3912026-10-19 19:45:42, matching_agentidentity id MBR-018763, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137912
- Record linked automaticallybae0f79c6a2026-10-19 19:32:31, matching_agentidentity id MBR-018763, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137912
- Record linked automatically8098e70d5c2026-10-19 19:31:28, scoring_agentidentity id MBR-028230, confidence 0.898, method probabilistic, matched record ENR-138198, policy version 1