Record, CLM, bronze and silver
CLM-428815
Received 2026-07-03T01:56:54Z, line 72,500 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 | Stephens, Betty | Betty | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Stephens | Changed |
| Date of birth | 2006-12-15 | 2006-12-15 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-08557-91 | UHC-08557-91 | Parsed |
| SSN | •••-••-3441 | •••-••-3441 | Unchanged |
| Phone | 18869139445 | 8869139445 | Parsed |
| betty.stephens@outlook.com | betty.stephens@outlook.com | Unchanged | |
| Address | 6241 LINCOLN WAY Apt 40 | 6241 Lincoln Way Apt 40 | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55345 | 55345 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- betty|stephens
- Address key
- 6241|lincoln|55345
- Canonical first
- betty
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-428817 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62729 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-428814 | 0.94 | Scored | — | Auto-linked |
| CLM-428816 | 0.63 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026253
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Betty Stephens, 2006-12-15, 4 records, Verified
Evidence
Matched against CLM-428817
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd7f2cec9ed2026-10-19 19:54:38, matching_agentidentity id MBR-026253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428817
- Record linked automatically601c003bd32026-10-19 19:52:09, matching_agentidentity id MBR-026253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428817
- Record linked automatically5d8abce15a2026-10-19 19:45:42, matching_agentidentity id MBR-026253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428817
- Record linked automatically5db5124d692026-10-19 19:32:31, matching_agentidentity id MBR-026253, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428817
- Record linked automatically55c0d2cd142026-10-19 19:31:28, matching_agentidentity id MBR-006772, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428813