Record, CLM, bronze and silver
CLM-417947
Received 2026-04-12T08:55:12Z, line 61,405 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, Kevin | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Cunningham | Changed |
| Date of birth | 1962-09-09 | 1962-09-09 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-16646-65 | UHC-16646-65 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 2608973093 | 2608973093 | Unchanged |
| - | — | Cleared | |
| Address | 9629 Cedar Lane | 9629 Cedar Ln | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85264·· | 85264 | Changed |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.52
- Name key
- kevin|cunningham
- Address key
- 9629|cedar|85264
- Canonical first
- kevin
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-417946 | 1.00 | Scored | — | Auto-linked |
| ENR-123611 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25321 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25322 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025383
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kevin Cunningham, 1962-09-09, 5 records, Verified
Evidence
Matched against CLM-417946
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya250755ac02026-10-22 12:43:54, scoring_agentidentity id MBR-025383, confidence 1, method probabilistic, matched record CLM-417946, policy version 1
- Record linked automaticallyd92597d2692026-10-19 19:54:38, scoring_agentidentity id MBR-025383, confidence 1, method probabilistic, matched record CLM-417946, policy version 1
- Record linked automatically185d33ff782026-10-19 19:52:09, scoring_agentidentity id MBR-025383, confidence 1, method probabilistic, matched record CLM-417946, policy version 1
- Record linked automaticallyb5074fc25f2026-10-19 19:45:42, scoring_agentidentity id MBR-025383, confidence 1, method probabilistic, matched record CLM-417946, policy version 1
- Record linked automaticallyec073c63b52026-10-19 19:32:31, scoring_agentidentity id MBR-025383, confidence 1, method probabilistic, matched record CLM-417946, policy version 1
- Record linked automatically48d6645ee62026-10-19 19:31:28, matching_agentidentity id MBR-034617, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123499