Record, CLM , bronze and silver
CLM-432421
Received 2026-02-11T22:41:05Z, line 90,914 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 | Roberts, Kayla | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | ·· | Roberts | Changed |
| Date of birth | 1945-04-24 | 1945-04-24 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-9934 | •••-••-9934 | Unchanged |
| Phone | 638.716.9774 | 6387169774 | Parsed |
| NULL | — | Cleared | |
| Address | 7104 Main St | 7104 Main St | Unchanged |
| City | MESA | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-7836 | GRP-7836 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.36
- Name key
- kayla|roberts
- Address key
- 7104|main|mesa
- Canonical first
- kayla
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-432422 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-142569 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-432423 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012360
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Kayla Roberts, 1945-04-24, 4 records, Verified
Evidence
Matched against CLM-432422
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye252d37dd02026-10-19 19:54:38, matching_agentidentity id MBR-012360, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432422
- Record linked automatically3f0fd3330d2026-10-19 19:52:09, matching_agentidentity id MBR-012360, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432422
- Record linked automatically3823e2c2592026-10-19 19:45:42, matching_agentidentity id MBR-012360, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432422
- Record linked automatically36c4a6dd052026-10-19 19:32:31, matching_agentidentity id MBR-012360, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-432422
- Record linked automaticallyb5e413a9572026-10-19 19:31:28, matching_agentidentity id MBR-013237, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142742