Record, CLM, bronze and silver
CLM-429732
Received 2026-08-18T04:15:58Z, line 71,701 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 | KAREN | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | ·NICHOLS | Nichols | Changed |
| Date of birth | 12/25/1995 | 1995-12-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-95356-40 | UHC-95356-40 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 7119571179·· | 7119571179 | Parsed |
| - | — | Cleared | |
| Address | 6380 Desert Sky Boulevard | 6380 Desert Sky Blvd | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85298 | 85298 | Unchanged |
| Group | GRP-0927 | GRP-0927 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.74
- Name key
- karen|nichols
- Address key
- 6380|desert sky|85298
- Canonical first
- karen
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-429731 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138996 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138997 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63136 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013370
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Karen Nichols, 1995-12-25, 4 records, Verified
Evidence
Matched against ENR-138996
| 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 automatically99130acae92026-10-19 19:54:38, matching_agentidentity id MBR-013370, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138996
- Record linked automaticallybf7b3631122026-10-19 19:52:09, matching_agentidentity id MBR-013370, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138996
- Record linked automatically9ce9c49de82026-10-19 19:45:42, matching_agentidentity id MBR-013370, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138996
- Record linked automatically87b38a648b2026-10-19 19:32:31, matching_agentidentity id MBR-013370, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138996
- Record linked automaticallye98751b3932026-10-19 19:31:28, matching_agentidentity id MBR-038143, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429731