Record, CLM, bronze and silver
CLM-417896
Received 2026-01-20T00:22:20Z, line 14,305 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 | Mark | Mark | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | ·25-10-1983 | 1983-10-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-55501-27 | UHC-55501-27 | Unchanged |
| SSN | •••-••-7250 | •••-••-7250 | Unchanged |
| Phone | 744-656-3855·· | 7446563855 | Parsed |
| — | — | Unchanged | |
| Address | 8580 River Road | 8580 River Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85227 | 85227 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- mark|arnold
- Address key
- 8580|river|85227
- Canonical first
- mark
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)
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-417895 | 1.00 | Scored | — | Auto-linked |
| ENR-123538 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005929
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mark Arnold, 1983-10-25, 3 records, Verified
Evidence
Matched against CLM-417895
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically1472da34d32026-10-19 19:54:38, scoring_agentidentity id MBR-005929, confidence 1, method probabilistic, matched record CLM-417895, policy version 1
- Record linked automaticallybd272e90682026-10-19 19:52:08, scoring_agentidentity id MBR-005929, confidence 1, method probabilistic, matched record CLM-417895, policy version 1
- Record linked automatically668060c9222026-10-19 19:45:42, scoring_agentidentity id MBR-005929, confidence 1, method probabilistic, matched record CLM-417895, policy version 1
- Record linked automatically9d9ceff4542026-10-19 19:32:31, scoring_agentidentity id MBR-005929, confidence 1, method probabilistic, matched record CLM-417895, policy version 1
- Record linked automaticallybf405e715a2026-10-19 19:31:28, matching_agentidentity id MBR-017870, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123420