Record, CLM, bronze and silver
CLM-402389
Received 2026-06-04T04:20:59Z, line 14,227 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 | Ryan, Linda | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ryan | Changed |
| Date of birth | 11-06-1952 | 1952-06-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-16663-51 | UHC-16663-51 | Unchanged |
| SSN | •••-••-8154 | •••-••-8154 | Unchanged |
| Phone | (665) 557-2730 | 6655572730 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3595 ELM ST | 3595 Elm St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85297 | 85297 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- linda|ryan
- Address key
- 3595|elm|85297
- Canonical first
- linda
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)
- 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 |
|---|---|---|---|---|
| CLM-402390 | 1.00 | Scored | — | Auto-linked |
| ENR-103060 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033535
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda Ryan, 1952-06-11, 3 records, Verified
Evidence
Matched against CLM-402390
| 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
6 hash-chained entries for this record
- Record linked automatically865891c8d02026-10-22 12:43:55, scoring_agentidentity id MBR-033535, confidence 1, method probabilistic, matched record CLM-402390, policy version 1
- Record linked automatically30994773da2026-10-19 19:54:38, scoring_agentidentity id MBR-033535, confidence 1, method probabilistic, matched record CLM-402390, policy version 1
- Record linked automaticallyf9659a55f22026-10-19 19:52:09, scoring_agentidentity id MBR-033535, confidence 1, method probabilistic, matched record CLM-402390, policy version 1
- Record linked automaticallyc8cfcd72d72026-10-19 19:45:42, scoring_agentidentity id MBR-033535, confidence 1, method probabilistic, matched record CLM-402390, policy version 1
- Record linked automaticallyfc074509652026-10-19 19:32:31, scoring_agentidentity id MBR-033535, confidence 1, method probabilistic, matched record CLM-402390, policy version 1
- Record linked automaticallya22761a6342026-10-19 19:31:28, scoring_agentidentity id MBR-032338, confidence 1, method probabilistic, matched record ENR-103155, policy version 1