Record, CLM, bronze and silver
CLM-402243
Received 2026-06-02T10:08:58Z, line 48,767 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 | Bowman, Linda | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Bowman | Changed |
| Date of birth | 1978-04-25 | 1978-04-25 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC8427143 | UHC-84271-43 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 367-694-4980 | 3676944980 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 1878 Indian School Road | 1878 Indian School Rd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85263 | 85263 | Unchanged |
| Group | GRP-6186 | GRP-6186 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- linda|bowman
- Address key
- 1878|indian school|85263
- Canonical first
- linda
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-102866 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20660 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018420
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Linda Bowman, 1978-04-25, 3 records, Verified
Evidence
Matched against PRV-20660
| 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
5 hash-chained entries for this record
- Record linked automaticallycaec1038902026-10-19 19:54:38, matching_agentidentity id MBR-018420, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20660
- Record linked automaticallye169f49a662026-10-19 19:52:09, matching_agentidentity id MBR-018420, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20660
- Record linked automaticallyf1459766bd2026-10-19 19:45:42, matching_agentidentity id MBR-018420, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20660
- Record linked automatically650eb56a162026-10-19 19:32:31, matching_agentidentity id MBR-018420, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20660
- Record linked automaticallyeec86220762026-10-19 19:31:28, matching_agentidentity id MBR-010469, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102952