Record, CLM, bronze and silver
CLM-422942
Received 2026-08-11T14:31:24Z, line 70,654 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 | Laura | Laura | Unchanged |
| Middle | V | V | Unchanged |
| Last name | Bishop | Bishop | Unchanged |
| Date of birth | Aug 16, 1952 | 1952-08-16 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC1524657 | UHC-15246-57 | Parsed |
| SSN | •••-••-1839 | •••-••-1839 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| ·· | — | Unchanged | |
| Address | 9665 Ridge Rd | 9665 Ridge Rd | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33125 | 33125 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- laura|bishop
- Address key
- 9665|ridge|33125
- Canonical first
- laura
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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-130031 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422943 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041252
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Laura Bishop, 1952-08-16, 3 records, Verified
Evidence
Matched against CLM-422943
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye9cb5552812026-10-22 12:43:55, matching_agentidentity id MBR-041252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422943
- Record linked automaticallyd64e1566612026-10-19 19:54:39, matching_agentidentity id MBR-041252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422943
- Record linked automatically662a89e0cf2026-10-19 19:52:09, matching_agentidentity id MBR-041252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422943
- Record linked automatically24eeaf49cb2026-10-19 19:45:42, matching_agentidentity id MBR-041252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422943
- Record linked automatically9afae6c6cc2026-10-19 19:32:31, matching_agentidentity id MBR-041252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422943
- Record linked automatically59233d87c52026-10-19 19:31:28, matching_agentidentity id MBR-008955, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130222