Record, CLM, bronze and silver
CLM-432423
Received 2026-04-14T09:44:24Z, line 86,815 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 | kayla | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | roberts | Roberts | Changed |
| Date of birth | 1945-04-24 | 1945-04-24 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 638-716-9774 | 6387169774 | Parsed |
| - | — | Cleared | |
| Address | 7104 MAIN STREET #640 | 7104 Main St # 640 | Changed |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85254 | 85254 | Unchanged |
| Group | GRP-7836 | GRP-7836 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.36
- Name key
- kayla|roberts
- Address key
- 7104|main|85254
- Canonical first
- kayla
Quality flags
8 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
- 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
- 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
- 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-142569 | 1.00 | Scored | — | Auto-linked |
| CLM-432421 | 0.94 | Scored | — | Auto-linked |
| CLM-432422 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012360
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Roberts, 1945-04-24, 4 records, Verified
Evidence
Matched against ENR-142569
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallydd113a63a52026-10-19 19:54:38, scoring_agentidentity id MBR-012360, confidence 1, method probabilistic, matched record ENR-142569, policy version 1
- Record linked automatically8c3e37acae2026-10-19 19:52:09, scoring_agentidentity id MBR-012360, confidence 1, method probabilistic, matched record ENR-142569, policy version 1
- Record linked automatically3bfbdf9f8d2026-10-19 19:45:42, scoring_agentidentity id MBR-012360, confidence 1, method probabilistic, matched record ENR-142569, policy version 1
- Record linked automaticallybb68f2b31c2026-10-19 19:32:31, scoring_agentidentity id MBR-012360, confidence 1, method probabilistic, matched record ENR-142569, policy version 1
- Record linked automaticallydbae3045712026-10-19 19:31:28, matching_agentidentity id MBR-002423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142749