Record, CLM, bronze and silver
CLM-424663
Received 2026-07-17T03:54:45Z, line 84,409 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Willis·· | Willis | Changed |
| Date of birth | Dec 20, 1994 | 1994-12-20 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | +1 668 283 4261 | 6682834261 | Parsed |
| null | — | Cleared | |
| Address | 6807 Highland Avenue | 6807 Highland Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85241 | 85241 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- kayla|willis
- Address key
- 6807|highland|85241
- Canonical first
- kayla
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 |
|---|---|---|---|---|
| PRV-27252 | 1.00 | Scored | — | Auto-linked |
| ENR-132223 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003701
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Willis, 1994-12-20, 3 records, Verified
Evidence
Matched against PRV-27252
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd6cc135b062026-10-22 12:43:53, scoring_agentidentity id MBR-003701, confidence 1, method probabilistic, matched record PRV-27252, policy version 1
- Record linked automatically187fe2e4d92026-10-19 19:54:38, scoring_agentidentity id MBR-003701, confidence 1, method probabilistic, matched record PRV-27252, policy version 1
- Record linked automatically5750f781312026-10-19 19:52:08, scoring_agentidentity id MBR-003701, confidence 1, method probabilistic, matched record PRV-27252, policy version 1
- Record linked automaticallycb61309ce32026-10-19 19:45:42, scoring_agentidentity id MBR-003701, confidence 1, method probabilistic, matched record PRV-27252, policy version 1
- Record linked automatically6b5c052e872026-10-19 19:32:31, scoring_agentidentity id MBR-003701, confidence 1, method probabilistic, matched record PRV-27252, policy version 1
- Record linked automaticallyf3d680b0f92026-10-19 19:31:28, matching_agentidentity id MBR-019323, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424664