Record, CLM, bronze and silver
CLM-419201
Received 2026-04-22T13:24:29Z, line 99,216 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Kyle | Kyle | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Carroll | Carroll | Unchanged |
| Date of birth | 1954-06-25 | 1954-06-25 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3948 | •••-••-3948 | Unchanged |
| Phone | +1 527 368 3776 | 5273683776 | Parsed |
| — | — | Unchanged | |
| Address | ·3655 INDIAN SCHOOL RD | 3655 Indian School Rd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85288 | 85288 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- kyle|carroll
- Address key
- 3655|indian school|85288
- Canonical first
- kyle
Quality flags
5 raised during normalisation
- 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
- 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-419202 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-125325 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027187
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Kyle Carroll, 1954-06-25, 3 records, Verified
Evidence
Matched against CLM-419202
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically2b97a4cbb92026-10-22 12:43:54, matching_agentidentity id MBR-027187, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419202
- Record linked automaticallyc34ae200cc2026-10-19 19:54:38, matching_agentidentity id MBR-027187, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419202
- Record linked automatically7da5a39d622026-10-19 19:52:09, matching_agentidentity id MBR-027187, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419202
- Record linked automatically265acba4982026-10-19 19:45:42, matching_agentidentity id MBR-027187, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419202
- Record linked automatically0a37fcc9c22026-10-19 19:32:31, matching_agentidentity id MBR-027187, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419202
- Record linked automatically9d860db4cc2026-10-19 19:31:28, matching_agentidentity id MBR-038983, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125129