Record, CLM, bronze and silver
CLM-427640
Received 2026-03-04T18:29:54Z, line 34,457 of the CLM feed
CLMScored
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 | Changed |
| Middle | — | — | Unchanged |
| Last name | Simpson | Simpson | Unchanged |
| Date of birth | 19870705 | 1987-07-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| shirley.simpson@hotmail.com | shirley.simpson@hotmail.com | Unchanged | |
| Address | 873 Willow Court | 873 Willow Ct | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55395 | 55395 | Unchanged |
| Group | GRP-8809 | GRP-8809 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- shirley|simpson
- Address key
- 873|willow|55395
- Canonical first
- shirley
Quality flags
5 raised during normalisation
- 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
- 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-427641 | 1.00 | Scored | — | Auto-linked |
| ENR-136234 | 1.00 | Scored | — | Auto-linked |
| CLM-427642 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017444
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Simpson, 1987-07-05, 4 records, Verified
Evidence
Matched against CLM-427641
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf332dfedee2026-10-19 19:54:38, scoring_agentidentity id MBR-017444, confidence 1, method probabilistic, matched record CLM-427641, policy version 1
- Record linked automaticallyd0965cd6d32026-10-19 19:52:09, scoring_agentidentity id MBR-017444, confidence 1, method probabilistic, matched record CLM-427641, policy version 1
- Record linked automatically6f1b701b492026-10-19 19:45:42, scoring_agentidentity id MBR-017444, confidence 1, method probabilistic, matched record CLM-427641, policy version 1
- Record linked automatically0b6183bca52026-10-19 19:32:31, scoring_agentidentity id MBR-017444, confidence 1, method probabilistic, matched record CLM-427641, policy version 1
- Record linked automatically76341ce0542026-10-19 19:31:28, matching_agentidentity id MBR-001225, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136589