Record, CLM, bronze and silver
CLM-408392
Received 2026-01-02T06:00:37Z, line 82,866 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 | ASHLEY | Ashley | Changed |
| Middle | — | — | Unchanged |
| Last name | OLSON | Olson | Changed |
| Date of birth | 5/10/1946 | 1946-05-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 12556553918 | 2556553918 | Parsed |
| — | — | Unchanged | |
| Address | 5864 Willow Court | 5864 Willow Ct | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85239 | 85239 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- ashley|olson
- Address key
- 5864|willow|85239
- Canonical first
- ashley
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-111069 | 1.00 | Scored | — | Auto-linked |
| TPA-53679 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000382
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ashley Olson, 1946-05-10, 3 records, Verified
Evidence
Matched against ENR-111069
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6b7b57e9522026-10-19 19:54:38, scoring_agentidentity id MBR-000382, confidence 1, method probabilistic, matched record ENR-111069, policy version 1
- Record linked automaticallyd9f2976e2a2026-10-19 19:52:08, scoring_agentidentity id MBR-000382, confidence 1, method probabilistic, matched record ENR-111069, policy version 1
- Record linked automatically315bda0c882026-10-19 19:45:41, scoring_agentidentity id MBR-000382, confidence 1, method probabilistic, matched record ENR-111069, policy version 1
- Record linked automatically11858ffa4b2026-10-19 19:32:31, scoring_agentidentity id MBR-000382, confidence 1, method probabilistic, matched record ENR-111069, policy version 1
- Record linked automatically292c4075752026-10-19 19:31:28, matching_agentidentity id MBR-011749, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408393