Record, CLM, bronze and silver
CLM-432306
Received 2026-07-16T23:45:24Z, line 52,242 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 | Valdez | Valdez | Unchanged |
| Date of birth | May 23, 1938 | 1938-05-23 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-41143-37 | UHC-41143-37 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 8475 LINCOLN WAY | 8475 Lincoln Way | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85247 | 85247 | Unchanged |
| Group | GRP-9072 | GRP-9072 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- kayla|valdez
- Address key
- 8475|lincoln|85247
- Canonical first
- kayla
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-432307 | 1.00 | Scored | — | Auto-linked |
| CLM-432304 | 1.00 | Scored | — | Auto-linked |
| CLM-432305 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142423 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004577
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kayla Valdez, 1938-05-23, 5 records, Verified
Evidence
Matched against CLM-432307
| 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 automatically3c8030a8ae2026-10-19 19:54:38, scoring_agentidentity id MBR-004577, confidence 1, method probabilistic, matched record CLM-432307, policy version 1
- Record linked automatically4335277a542026-10-19 19:52:08, scoring_agentidentity id MBR-004577, confidence 1, method probabilistic, matched record CLM-432307, policy version 1
- Record linked automatically49ac5d54392026-10-19 19:45:42, scoring_agentidentity id MBR-004577, confidence 1, method probabilistic, matched record CLM-432307, policy version 1
- Record linked automatically89a4eb4b972026-10-19 19:32:31, scoring_agentidentity id MBR-004577, confidence 1, method probabilistic, matched record CLM-432307, policy version 1
- Record linked automatically2be7c87e2a2026-10-19 19:31:28, matching_agentidentity id MBR-003389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142592