Record, CLM, bronze and silver
CLM-408929
Received 2026-08-03T05:57:11Z, line 36,882 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 | Kevin | Kevin | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Powell | Powell | Unchanged |
| Date of birth | 1944-02-06 | 1944-02-06 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-3823 | •••-••-3823 | Unchanged |
| Phone | 14584483116·· | 4584483116 | Parsed |
| KEVIN.POWELL96@OUTLOOK.COM | kevin.powell96@outlook.com | Changed | |
| Address | 8193 UNION STREET | 8193 Union St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85762-3975 | 85762 | Changed |
| Group | GRP-3690·· | GRP-3690 | Changed |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.60
- Name key
- kevin|powell
- Address key
- 8193|union|85762
- Canonical first
- kevin
Quality flags
8 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
- State code upper-casedTwo-letter state code upper-cased
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Email lower-casedEmail lower-cased
- 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-408931 | 1.00 | Scored | — | Auto-linked |
| CLM-408930 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030990
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kevin Powell, 1944-02-06, 3 records, Verified
Evidence
Matched against CLM-408931
| 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 automatically9cfbad60382026-10-19 19:54:38, scoring_agentidentity id MBR-030990, confidence 1, method probabilistic, matched record CLM-408931, policy version 1
- Record linked automaticallyc0bfa2809e2026-10-19 19:52:09, scoring_agentidentity id MBR-030990, confidence 1, method probabilistic, matched record CLM-408931, policy version 1
- Record linked automaticallyb68661e10e2026-10-19 19:45:42, scoring_agentidentity id MBR-030990, confidence 1, method probabilistic, matched record CLM-408931, policy version 1
- Record linked automatically78ebf97e0c2026-10-19 19:32:31, scoring_agentidentity id MBR-030990, confidence 1, method probabilistic, matched record CLM-408931, policy version 1
- Record linked automatically5a93e59ad82026-10-19 19:31:28, matching_agentidentity id MBR-012231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111765