Record, CLM, bronze and silver
CLM-412869
Received 2026-01-15T04:22:34Z , line 41,042 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | NANCY | Nancy | Changed |
| Middle | ·· | — | Unchanged |
| Last name | JOHNSON | Johnson | Changed |
| Date of birth | 03-08-1956 | 1956-08-03 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-08685-37 | UHC-08685-37 | Unchanged |
| SSN | •••-••-3581 | •••-••-3581 | Unchanged |
| Phone | 775-340-0220 | 7753400220 | Parsed |
| — | — | Unchanged | |
| Address | 7906 Broadway | 7906 Broadway | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85789 | 85789 | Changed |
| Group | GRP-0645 | GRP-0645 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- nancy|johnson
- Address key
- 7906|broadway|85789
- Canonical first
- nancy
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-23723 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-412868 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004481
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nancy Johnson, 1956-08-03, 3 records, Verified
Evidence
Matched against PRV-23723
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2c4e3cea6d2026-10-22 12:43:53, matching_agentidentity id MBR-004481, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23723
- Record linked automaticallyd595f83ef82026-10-19 19:54:38, matching_agentidentity id MBR-004481, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23723
- Record linked automatically810bbe43d62026-10-19 19:52:08, matching_agentidentity id MBR-004481, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23723
- Record linked automaticallyf5b787bb2e2026-10-19 19:45:42, matching_agentidentity id MBR-004481, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23723
- Record linked automaticallyf1647413ed2026-10-19 19:32:31, matching_agentidentity id MBR-004481, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23723
- Record linked automaticallyfd06fe2c982026-10-19 19:31:28, matching_agentidentity id MBR-019312, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117009