Record, CLM, bronze and silver
CLM-421577
Received 2026-07-24T10:12:56Z, line 86,251 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 | Michael, Hanson | Hanson | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Michael | Changed |
| Date of birth | 07/01/1983 | 1983-07-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4133 | •••-••-4133 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| null | — | Cleared | |
| Address | 3342 Sage Court | 3342 Sage Ct | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | ·93738 | 93738 | Changed |
| Group | GRP-8732 | GRP-8732 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- hanson|michael
- Address key
- 3342|sage|93738
- Canonical first
- hanson
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 |
|---|---|---|---|---|
| ENR-128238 | 0.99 | Scored | — | Auto-linked |
| CLM-421576 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015366
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Michael Hanson, 1983-07-01, 5 records, Verified
Evidence
Matched against ENR-128238
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyee9b1d99492026-10-19 19:54:38, scoring_agentidentity id MBR-015366, confidence 0.986, method probabilistic, matched record ENR-128238, policy version 1
- Record linked automatically5eadf06b862026-10-19 19:52:09, scoring_agentidentity id MBR-015366, confidence 0.986, method probabilistic, matched record ENR-128238, policy version 1
- Record linked automatically34b33d005c2026-10-19 19:45:42, scoring_agentidentity id MBR-015366, confidence 0.986, method probabilistic, matched record ENR-128238, policy version 1
- Record linked automatically8d3fb435cb2026-10-19 19:32:31, scoring_agentidentity id MBR-015366, confidence 0.986, method probabilistic, matched record ENR-128238, policy version 1
- Record linked automatically22448acf312026-10-19 19:31:28, matching_agentidentity id MBR-020878, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-59424