Record, CLM, bronze and silver
CLM-408222
Received 2026-04-01T11:27:13Z, line 98,622 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 | Spencer, Sarah | Sarah | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Spencer | Changed |
| Date of birth | 2001-06-11 | 2001-06-11 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-0834 | •••-••-0834 | Parsed |
| Phone | 729.682.2004 | 7296822004 | Parsed |
| — | — | Unchanged | |
| Address | 1763 Ridge Road Apt 17 | 1763 Ridge Rd Apt 17 | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55316 | 55316 | Unchanged |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.38
- Name key
- sarah|spencer
- Address key
- 1763|ridge|55316
- Canonical first
- sarah
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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- 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-110837 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22422 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408224 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-110836 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408223 | 0.90 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016109
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sarah Spencer, 2001-06-11, 6 records, Verified
Evidence
Matched against CLM-408224
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically06ec2115482026-10-19 19:54:38, matching_agentidentity id MBR-016109, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408224
- Record linked automatically1dc8fec3f22026-10-19 19:52:09, matching_agentidentity id MBR-016109, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408224
- Record linked automaticallyd60f76789b2026-10-19 19:45:42, matching_agentidentity id MBR-016109, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408224
- Record linked automatically0fd3d8578b2026-10-19 19:32:31, matching_agentidentity id MBR-016109, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408224
- Record linked automaticallyc66310c2a52026-10-19 19:31:28, scoring_agentidentity id MBR-003363, confidence 1, method probabilistic, matched record CLM-408220, policy version 1