Record, CLM , bronze and silver
CLM-423548
Received 2026-07-15T11:51:59Z, line 50,594 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Scott·· | Scott | Changed |
| Middle | — | — | Unchanged |
| Last name | Marshall | Marshall | Unchanged |
| Date of birth | Feb 16, 1985 | 1985-02-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-57608-82 | UHC-57608-82 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 781-641-4872 | 7816414872 | Parsed |
| scott.marshall@aol.com | scott.marshall@aol.com | Unchanged | |
| Address | 6184 CHURCH ST | 6184 Church St | Changed |
| City | GLENDALE | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85347 | 85347 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.74
- Name key
- scott|marshall
- Address key
- 6184|church|85347
- Canonical first
- scott
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- City re-casedCity re-cased to Title Case
- 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-423547 | 1.00 | Scored | — | Auto-linked |
| ENR-130808 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26936 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009432
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Scott Marshall, 1985-02-16, 4 records, Verified
Evidence
Matched against CLM-423547
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically36524d90c12026-10-22 12:43:54, scoring_agentidentity id MBR-009432, confidence 1, method probabilistic, matched record CLM-423547, policy version 1
- Record linked automaticallycdee276ff62026-10-19 19:54:38, scoring_agentidentity id MBR-009432, confidence 1, method probabilistic, matched record CLM-423547, policy version 1
- Record linked automatically9adf068efa2026-10-19 19:52:09, scoring_agentidentity id MBR-009432, confidence 1, method probabilistic, matched record CLM-423547, policy version 1
- Record linked automatically6b7d3565bb2026-10-19 19:45:42, scoring_agentidentity id MBR-009432, confidence 1, method probabilistic, matched record CLM-423547, policy version 1
- Record linked automaticallyade187eaff2026-10-19 19:32:31, scoring_agentidentity id MBR-009432, confidence 1, method probabilistic, matched record CLM-423547, policy version 1
- Record linked automatically3c16db71c42026-10-19 19:31:28, matching_agentidentity id MBR-028274, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-26951