Record, CLM , bronze and silver
CLM-411068
Received 2026-05-30T00:03:50Z, line 4,147 of the CLM feed
CLM Rule
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, Beverly | Beverly | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ryan | Changed |
| Date of birth | 1961-02-18·· | 1961-02-18 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-9387 | •••-••-9387 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 7221 APACHE BLVD | 7221 Apache Blvd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93734 | 93734 | Unchanged |
| Group | GRP-1307 | GRP-1307 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.38
- Name key
- beverly|ryan
- Address key
- 7221|apache|93734
- Canonical first
- beverly
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-411069 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032871
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Beverly Ryan, 1961-02-18, 2 records, Verified
Evidence
Matched against CLM-411069
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automatically24c863fb682026-10-19 19:54:38, matching_agentidentity id MBR-032871, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411069
- Record linked automaticallybeb3b9c9cf2026-10-19 19:52:09, matching_agentidentity id MBR-032871, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411069
- Record linked automatically5ebef0401c2026-10-19 19:45:42, matching_agentidentity id MBR-032871, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411069
- Record linked automatically4426469bdd2026-10-19 19:32:31, matching_agentidentity id MBR-032871, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-411069
- Record linked automaticallyd8456997582026-10-19 19:31:28, scoring_agentidentity id MBR-013308, confidence 1, method probabilistic, matched record PRV-23297, policy version 1