Record, CLM, bronze and silver
CLM-432810
Received 2026-05-11T17:41:02Z, line 36,879 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 | JENNIFER | Jennifer | Changed |
| Middle | — | — | Unchanged |
| Last name | CUNNINGHAM | Cunningham | Changed |
| Date of birth | 1940-02-25 | 1940-02-25 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 16513695982·· | 6513695982 | Parsed |
| — | — | Unchanged | |
| Address | ·9866 Harbor Blvd | 9866 Harbor Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85228-1644 | 85228 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- jennifer|cunningham
- Address key
- 9866|harbor|85228
- Canonical first
- jennifer
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-143077 | 1.00 | Scored | — | Auto-linked |
| TPA-64464 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030232
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jennifer Cunningham, 1940-02-25, 2 records, Verified
Evidence
Matched against ENR-143077
| 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
6 hash-chained entries for this record
- Record linked automatically2e18aa2fa52026-10-22 12:43:54, scoring_agentidentity id MBR-030232, confidence 1, method probabilistic, matched record ENR-143077, policy version 1
- Record linked automaticallya8576e9f7a2026-10-19 19:54:38, scoring_agentidentity id MBR-030232, confidence 1, method probabilistic, matched record ENR-143077, policy version 1
- Record linked automatically229cad106f2026-10-19 19:52:09, scoring_agentidentity id MBR-030232, confidence 1, method probabilistic, matched record ENR-143077, policy version 1
- Record linked automatically53ab1e90852026-10-19 19:45:42, scoring_agentidentity id MBR-030232, confidence 1, method probabilistic, matched record ENR-143077, policy version 1
- Record linked automatically1fa69f726f2026-10-19 19:32:31, scoring_agentidentity id MBR-030232, confidence 1, method probabilistic, matched record ENR-143077, policy version 1
- Record linked automatically5578ca92b92026-10-19 19:31:28, scoring_agentidentity id MBR-003500, confidence 1, method probabilistic, matched record CLM-432807, policy version 1