Record, CLM, bronze and silver
CLM-409858
Received 2026-05-28T23:58:36Z, line 11,298 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 | Grace | Grace | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Harper | Harper | Unchanged |
| Date of birth | 12-06-1981 | 1981-06-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-75926-22 | UHC-75926-22 | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | (798) 978-4285 | 7989784285 | Parsed |
| - | — | Cleared | |
| Address | 6965 Sunset Boulevard | 6965 Sunset Blvd | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85251·· | 85251 | Changed |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.74
- Name key
- grace|harper
- Address key
- 6965|sunset|85251
- Canonical first
- grace
Quality flags
7 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
- 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
- City re-casedCity re-cased to Title Case
- 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-409859 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112990 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22872 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009406
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Grace Harper, 1981-06-12, 4 records, Verified
Evidence
Matched against ENR-112990
| 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
6 hash-chained entries for this record
- Record linked automatically43f67c96432026-10-22 12:43:54, matching_agentidentity id MBR-009406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112990
- Record linked automatically11522871682026-10-19 19:54:38, matching_agentidentity id MBR-009406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112990
- Record linked automatically9b03a6fae02026-10-19 19:52:09, matching_agentidentity id MBR-009406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112990
- Record linked automaticallya899ab7f6c2026-10-19 19:45:42, matching_agentidentity id MBR-009406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112990
- Record linked automatically77164821612026-10-19 19:32:31, matching_agentidentity id MBR-009406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112990
- Record linked automaticallyc0208df0002026-10-19 19:31:28, matching_agentidentity id MBR-026908, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-113002