Record, CLM, bronze and silver
CLM-429032
Received 2026-09-22T13:10:08Z, line 26,251 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 | McDonald, Isabella·· | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | — | McDonald | Changed |
| Date of birth | 1965-02-03 | 1965-02-03 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-42587-12·· | UHC-42587-12 | Parsed |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| isabella.mcdonald72@gmail.com | isabella.mcdonald72@gmail.com | Unchanged | |
| Address | 4192 Willow Court | 4192 Willow Ct | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32816 | 32816 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.66
- Name key
- isabella|mcdonald
- Address key
- 4192|willow|32816
- Canonical first
- isabella
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| CLM-429034 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429033 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138053 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027404
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Isabella McDonald, 1965-02-03, 4 records, Verified
Evidence
Matched against CLM-429034
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf30e72cddb2026-10-22 12:43:54, matching_agentidentity id MBR-027404, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429034
- Record linked automaticallyeb05df7f242026-10-19 19:54:38, matching_agentidentity id MBR-027404, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429034
- Record linked automaticallyaba6168bd62026-10-19 19:52:09, matching_agentidentity id MBR-027404, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429034
- Record linked automatically5f064bedf82026-10-19 19:45:42, matching_agentidentity id MBR-027404, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429034
- Record linked automaticallyd6e500d4a72026-10-19 19:32:31, matching_agentidentity id MBR-027404, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429034
- Record linked automaticallye27e4f30ed2026-10-19 19:31:28, scoring_agentidentity id MBR-012742, confidence 0.994, method probabilistic, matched record ENR-138367, policy version 1