Record, CLM, bronze and silver
CLM-425535
Received 2026-04-01T15:31:09Z, line 61,487 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 | ·Cunningham, Beverly | Beverly | Changed |
| Middle | K | K | Unchanged |
| Last name | — | Cunningham | Changed |
| Date of birth | 1961-03-23 | 1961-03-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-32494-13 | UHC-32494-13 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| BEVERLY.CUNNINGHAM@YAHOO.COM | beverly.cunningham@yahoo.com | Changed | |
| Address | 5678 Meadow Ln | 5678 Meadow Ln | Unchanged |
| City | MIAMI | Miami | Changed |
| State | ·FL | FL | Changed |
| ZIP | 33173 | 33173 | Unchanged |
| Group | GRP-2211 | GRP-2211 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- beverly|cunningham
- Address key
- 5678|meadow|33173
- Canonical first
- beverly
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- City re-casedCity re-cased to Title Case
- 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-425536 | 1.00 | Scored | — | Auto-linked |
| ENR-133410 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425538 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425537 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133409 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015646
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Beverly Cunningham, 1961-03-23, 6 records, Verified
Evidence
Matched against CLM-425536
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyfbf2b0ec372026-10-19 19:54:38, scoring_agentidentity id MBR-015646, confidence 1, method probabilistic, matched record CLM-425536, policy version 1
- Record linked automatically8e53e573162026-10-19 19:52:09, scoring_agentidentity id MBR-015646, confidence 1, method probabilistic, matched record CLM-425536, policy version 1
- Record linked automatically619e7daa0f2026-10-19 19:45:42, scoring_agentidentity id MBR-015646, confidence 1, method probabilistic, matched record CLM-425536, policy version 1
- Record linked automatically24cd1d86ed2026-10-19 19:32:31, scoring_agentidentity id MBR-015646, confidence 1, method probabilistic, matched record CLM-425536, policy version 1
- Record linked automaticallye69a46efa52026-10-19 19:31:28, matching_agentidentity id MBR-006898, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133681