Record, CLM, bronze and silver
CLM-403851
Received 2026-05-20T12:37:37Z, line 27,417 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 | LARRY | Larry | Changed |
| Middle | Y | Y | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 1/1/1978 | 1978-01-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 12113956342 | 2113956342 | Parsed |
| — | — | Unchanged | |
| Address | 1043 Ocean Avenue | 1043 Ocean Ave | Changed |
| City | Tucson | Tucson | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85745 | 85745 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- larry|arnold
- Address key
- 1043|ocean|85745
- Canonical first
- larry
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-403852 | 1.00 | Scored | — | Auto-linked |
| ENR-104995 | 1.00 | Scored | — | Auto-linked |
| CLM-403850 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009807
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Arnold, 1978-01-01, 4 records, Verified
Evidence
Matched against CLM-403850
| 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
6 hash-chained entries for this record
- Record linked automatically007ac12d632026-10-22 12:43:54, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automatically98366b85e32026-10-19 19:54:38, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automaticallya0d9d1b75b2026-10-19 19:52:09, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automatically2d534796aa2026-10-19 19:45:42, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automatically955e0198602026-10-19 19:32:31, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automatically16666d91de2026-10-19 19:31:28, matching_agentidentity id MBR-002393, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-51722