Record, CLM, bronze and silver
CLM-425536
Received 2026-02-24T22:22:28Z, line 2,347 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 | BEVERLY | Beverly | Changed |
| Middle | K. | K | Changed |
| Last name | CUNNINGHAM·· | Cunningham | Changed |
| Date of birth | 1961-03-23 | 1961-03-23 | Unchanged |
| Gender | Female·· | F | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-9626 | •••-••-9626 | Unchanged |
| Phone | (431) 714-6211 | 4317146211 | Parsed |
| — | — | Unchanged | |
| Address | 5678 Meadow Lane | 5678 Meadow Ln | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33173 | 33173 | Unchanged |
| Group | GRP-2211 | GRP-2211 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- beverly|cunningham
- Address key
- 5678|meadow|33173
- Canonical first
- beverly
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-425535 | 1.00 | Scored | — | Auto-linked |
| ENR-133410 | 1.00 | Scored | — | Auto-linked |
| CLM-425537 | 1.00 | Scored | — | Auto-linked |
| ENR-133409 | 1.00 | Scored | — | Auto-linked |
| CLM-425538 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015646
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Beverly Cunningham, 1961-03-23, 6 records, Verified
Evidence
Matched against CLM-425535
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically34096359192026-10-19 19:54:38, scoring_agentidentity id MBR-015646, confidence 1, method probabilistic, matched record CLM-425535, policy version 1
- Record linked automaticallyb40204cd552026-10-19 19:52:09, scoring_agentidentity id MBR-015646, confidence 1, method probabilistic, matched record CLM-425535, policy version 1
- Record linked automaticallycb03c93bd72026-10-19 19:45:42, scoring_agentidentity id MBR-015646, confidence 1, method probabilistic, matched record CLM-425535, policy version 1
- Record linked automatically4335a3bf732026-10-19 19:32:31, scoring_agentidentity id MBR-015646, confidence 1, method probabilistic, matched record CLM-425535, policy version 1
- Record linked automatically930185d6ef2026-10-19 19:31:28, scoring_agentidentity id MBR-000778, confidence 1, method probabilistic, matched record PRV-27535, policy version 1