Record, CLM, bronze and silver
CLM-421026
Received 2026-09-23T10:17:53Z, line 43,568 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 | Shirley | Shirley | Unchanged |
| Middle | F. | F | Changed |
| Last name | Graham | Graham | Unchanged |
| Date of birth | 11/13/2005·· | 2005-11-13 | Parsed |
| Gender | Male·· | M | Parsed |
| Member ID | UHC-24244-75 | UHC-24244-75 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 421-532-2700·· | 4215322700 | Parsed |
| - | — | Cleared | |
| Address | 9296 MAPLE AVE | 9296 Maple Ave | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95851-9756 | 95851 | Changed |
| Group | GRP-6734 | GRP-6734 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- shirley|graham
- Address key
- 9296|maple|95851
- Canonical first
- shirley
Quality flags
8 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-127610 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041164
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Graham, 2005-11-13, 2 records, Verified
Evidence
Matched against ENR-127610
| 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 automaticallyb2db21f9342026-10-22 12:43:55, matching_agentidentity id MBR-041164, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127610
- Record linked automaticallyc07fa9e7e02026-10-19 19:54:39, matching_agentidentity id MBR-041164, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127610
- Record linked automatically78b9a796302026-10-19 19:52:09, matching_agentidentity id MBR-041164, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127610
- Record linked automaticallye1fb726d592026-10-19 19:45:42, matching_agentidentity id MBR-041164, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127610
- Record linked automatically910c7ada072026-10-19 19:32:31, matching_agentidentity id MBR-041164, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127610
- Record linked automaticallyd745ecd7b82026-10-19 19:31:28, matching_agentidentity id MBR-012707, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127580