Record, CLM, bronze and silver
CLM-427233
Received 2026-08-24T05:02:32Z, line 63,597 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 | KIMBELY | Kimbely | Changed |
| Middle | — | — | Unchanged |
| Last name | LARSON | Larson | Changed |
| Date of birth | 8/24/2003 | 2003-08-24 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-41371-87 | UHC-41371-87 | Parsed |
| SSN | •••-••-1494 | •••-••-1494 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 2152 Desert Sky Blvd | 2152 Desert Sky Blvd | Unchanged |
| City | GLENDALE | Glendale | Changed |
| State | az | AZ | Changed |
| ZIP | 85361 | 85361 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- kimbely|larson
- Address key
- 2152|desert sky|85361
- Canonical first
- kimbely
Quality flags
8 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)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| PRV-27998 | 1.00 | Scored | — | Auto-linked |
| ENR-135712 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042377
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Larson, 2003-08-24, 3 records, Verified
Evidence
Matched against PRV-27998
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8d20a979c02026-10-19 19:54:39, scoring_agentidentity id MBR-042377, confidence 0.996, method probabilistic, matched record PRV-27998, policy version 1
- Record linked automatically6d8657efd02026-10-19 19:52:09, scoring_agentidentity id MBR-042377, confidence 0.996, method probabilistic, matched record PRV-27998, policy version 1
- Record linked automatically09ecf08f3e2026-10-19 19:45:42, scoring_agentidentity id MBR-042377, confidence 0.996, method probabilistic, matched record PRV-27998, policy version 1
- Record linked automatically98dee78bea2026-10-19 19:32:31, scoring_agentidentity id MBR-042377, confidence 0.996, method probabilistic, matched record PRV-27998, policy version 1
- Record linked automaticallya9fb140e1d2026-10-19 19:31:28, matching_agentidentity id MBR-014686, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427235