Record, CLM, bronze and silver
CLM-408173
Received 2026-01-15T18:34:23Z, line 29,993 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 | KENNETH | Kenneth | Changed |
| Middle | — | — | Unchanged |
| Last name | KELLLY | Kellly | Changed |
| Date of birth | 19660627 | 1966-06-27 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-11325-94 | UHC-11325-94 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 4895881399·· | 4895881399 | Parsed |
| null | — | Cleared | |
| Address | 6640 INDIAN SCHOOL RD #198 | 6640 Indian School Rd # 198 | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85722 | 85722 | Unchanged |
| Group | GRP-3199 | GRP-3199 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.46
- Name key
- kenneth|kellly
- Address key
- 6640|indian school|85722
- Canonical first
- kenneth
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-408174 | 0.99 | Scored | — | Auto-linked |
| ENR-110778 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004686
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kenneth Kelly, 1966-06-27, 3 records, Verified
Evidence
Matched against CLM-408174
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | nickname |
| 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 automatically5e510d11732026-10-19 19:54:38, scoring_agentidentity id MBR-004686, confidence 0.994, method probabilistic, matched record CLM-408174, policy version 1
- Record linked automaticallyeab039f8a32026-10-19 19:52:08, scoring_agentidentity id MBR-004686, confidence 0.994, method probabilistic, matched record CLM-408174, policy version 1
- Record linked automatically15c4d262b92026-10-19 19:45:42, scoring_agentidentity id MBR-004686, confidence 0.994, method probabilistic, matched record CLM-408174, policy version 1
- Record linked automatically2e62206f222026-10-19 19:32:31, scoring_agentidentity id MBR-004686, confidence 0.994, method probabilistic, matched record CLM-408174, policy version 1
- Record linked automaticallyf7d8884be82026-10-19 19:31:28, matching_agentidentity id MBR-019387, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110738