Record, CLM, bronze and silver
CLM-410232
Received 2026-06-17T15:04:57Z, line 41,819 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 | James | James | Unchanged |
| Middle | ·I | I | Changed |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | 03/20/1959 | 1959-03-20 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | UHC-97198-99·· | UHC-97198-99 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 435-251-9505 | 4352519505 | Parsed |
| — | — | Unchanged | |
| Address | 209 Mountain View Dr·· | 209 Mountain View Dr | Changed |
| City | Fresno·· | Fresno | Changed |
| State | ca·· | CA | Changed |
| ZIP | 93715 | 93715 | Unchanged |
| Group | GRP-0111 | GRP-0111 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.90
- Name key
- james|mcdonald
- Address key
- 209|mountain view|93715
- Canonical first
- james
Quality flags
5 raised during normalisation
- 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
- State code upper-casedTwo-letter state code upper-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 |
|---|---|---|---|---|
| ENR-113463 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22968 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410233 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017217
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: James McDonald, 1959-03-20, 4 records, Verified
Evidence
Matched against PRV-22968
| 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 | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically445daaff8a2026-10-22 12:43:54, matching_agentidentity id MBR-017217, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22968
- Record linked automatically445dd759192026-10-19 19:54:38, matching_agentidentity id MBR-017217, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22968
- Record linked automaticallyc25960b0c12026-10-19 19:52:09, matching_agentidentity id MBR-017217, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22968
- Record linked automaticallyaba46105012026-10-19 19:45:42, matching_agentidentity id MBR-017217, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22968
- Record linked automatically7f4c51e9e32026-10-19 19:32:31, matching_agentidentity id MBR-017217, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22968
- Record linked automaticallyef532717832026-10-19 19:31:28, matching_agentidentity id MBR-006212, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-113525