Record, CLM, bronze and silver
CLM-430543
Received 2026-01-09T01:21:03Z , line 53,034 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 | Lauren | Lauren | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ryyan | Ryyan | Unchanged |
| Date of birth | 01/13/06 | 2006-01-13 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1354 | •••-••-1354 | Unchanged |
| Phone | N/A·· | — | Cleared |
| null | — | Cleared | |
| Address | 4827 Hillcrest Road #940 | 4827 Hillcrest Rd # 940 | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85239·· | 85239 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- lauren|ryyan
- Address key
- 4827|hillcrest|85239
- Canonical first
- lauren
Quality flags
6 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-140097 | 0.98 | Scored | — | Auto-linked |
| ENR-140098 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-24231 | 0.68 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002598
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lauren Ryan, 2006-01-13, 3 records, Verified
Evidence
Matched against ENR-140097
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0e6f7619b82026-10-19 19:54:38, scoring_agentidentity id MBR-002598, confidence 0.977, method probabilistic, matched record ENR-140097, policy version 1
- Record linked automaticallyb9364da36c2026-10-19 19:52:08, scoring_agentidentity id MBR-002598, confidence 0.977, method probabilistic, matched record ENR-140097, policy version 1
- Record linked automatically7f8e880aed2026-10-19 19:45:41, scoring_agentidentity id MBR-002598, confidence 0.977, method probabilistic, matched record ENR-140097, policy version 1
- Record linked automaticallyb465fb846b2026-10-19 19:32:31, scoring_agentidentity id MBR-002598, confidence 0.977, method probabilistic, matched record ENR-140097, policy version 1
- Record linked automaticallya2585cf6b52026-10-19 19:31:28, scoring_agentidentity id MBR-013733, confidence 1, method probabilistic, matched record ENR-140296, policy version 1