Record, CLM, bronze and silver
CLM-428925
Received 2026-04-15T09:58:13Z, line 14,757 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 | T. | T | Changed |
| Last name | Bell | Bell | Unchanged |
| Date of birth | 2003-09-01 | 2003-09-01 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-86763-22 | UHC-86763-22 | Unchanged |
| SSN | •••-••-2084 | •••-••-2084 | Parsed |
| Phone | (597) 903-3704 | 5979033704 | Parsed |
| null | — | Cleared | |
| Address | 3424 CENTRAL AVENUE | 3424 Central Ave | Changed |
| City | ·Tempe | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-6745 | GRP-6745 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- kimberly|bell
- Address key
- 3424|central|tempe
- Canonical first
- kimberly
Quality flags
6 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-428926 | 1.00 | Scored | — | Auto-linked |
| ENR-137913 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-137912 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428927 | 0.97 | Rule | D2 ssn4 + dob + last name | 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-428926
| 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 automaticallyfdddad3c7e2026-10-19 19:54:38, scoring_agentidentity id MBR-018763, confidence 1, method probabilistic, matched record CLM-428926, policy version 1
- Record linked automatically05fe6f80fd2026-10-19 19:52:09, scoring_agentidentity id MBR-018763, confidence 1, method probabilistic, matched record CLM-428926, policy version 1
- Record linked automaticallyd0d706fac72026-10-19 19:45:42, scoring_agentidentity id MBR-018763, confidence 1, method probabilistic, matched record CLM-428926, policy version 1
- Record linked automatically599c72be142026-10-19 19:32:31, scoring_agentidentity id MBR-018763, confidence 1, method probabilistic, matched record CLM-428926, policy version 1
- Record linked automatically970b3dfb5b2026-10-19 19:31:28, matching_agentidentity id MBR-001177, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62704