Record, CLM, bronze and silver
CLM-430586
Received 2026-10-03T06:45:38Z, line 94,155 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 | Changed |
| Middle | N | N | Unchanged |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | 1991-03-11 | 1991-03-11 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-97504-92 | UHC-97504-92 | Unchanged |
| SSN | - | — | Cleared |
| Phone | null | — | Cleared |
| null | — | Cleared | |
| Address | 8336 Market Street | 8336 Market St | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33146·· | 33146 | Changed |
| Group | GRP-3691·· | GRP-3691 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- laura|mcdonald
- Address key
- 8336|market|33146
- Canonical first
- laura
Quality flags
5 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-140160 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030286
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Laura McDonald, 1991-03-11, 2 records, Verified
Evidence
Matched against ENR-140160
| 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 automaticallyac682dbb5a2026-10-22 12:43:54, matching_agentidentity id MBR-030286, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140160
- Record linked automaticallya1bbd02d6e2026-10-19 19:54:38, matching_agentidentity id MBR-030286, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140160
- Record linked automatically52a1f26e5b2026-10-19 19:52:09, matching_agentidentity id MBR-030286, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140160
- Record linked automaticallybd01728c082026-10-19 19:45:42, matching_agentidentity id MBR-030286, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140160
- Record linked automaticallydacf1f3b0c2026-10-19 19:32:31, matching_agentidentity id MBR-030286, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140160
- Record linked automaticallyb9162bca352026-10-19 19:31:28, scoring_agentidentity id MBR-005905, confidence 1, method probabilistic, matched record PRV-28944, policy version 1