Record, CLM, bronze and silver
CLM-430008
Received 2026-10-02T05:43:01Z, line 45,420 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 | Hansen, Jacqueline | Jacqueline | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Hansen | Changed |
| Date of birth | 19980228 | 1998-02-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 7272 Forest Avenue | 7272 Forest Ave | Changed |
| City | Minneapolis·· | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55437 | 55437 | Unchanged |
| Group | GRP-5274 | GRP-5274 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- jacqueline|hansen
- Address key
- 7272|forest|55437
- Canonical first
- jacqueline
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-430006 | 1.00 | Scored | — | Auto-linked |
| CLM-430007 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012321
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacqueline Hansen, 1998-02-28, 3 records, Verified
Evidence
Matched against CLM-430006
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically83ebc101722026-10-22 12:43:54, scoring_agentidentity id MBR-012321, confidence 1, method probabilistic, matched record CLM-430006, policy version 1
- Record linked automatically98b97e5eb52026-10-19 19:54:38, scoring_agentidentity id MBR-012321, confidence 1, method probabilistic, matched record CLM-430006, policy version 1
- Record linked automaticallyca3f7e54162026-10-19 19:52:09, scoring_agentidentity id MBR-012321, confidence 1, method probabilistic, matched record CLM-430006, policy version 1
- Record linked automatically711cae54952026-10-19 19:45:42, scoring_agentidentity id MBR-012321, confidence 1, method probabilistic, matched record CLM-430006, policy version 1
- Record linked automaticallyb6d5bbbfe62026-10-19 19:32:31, scoring_agentidentity id MBR-012321, confidence 1, method probabilistic, matched record CLM-430006, policy version 1
- Record linked automaticallye8339d21cf2026-10-19 19:31:28, matching_agentidentity id MBR-021948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430007