Record, CLM, bronze and silver
CLM-403852
Received 2026-05-30T06:09:10Z, line 28,239 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 | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | 1/1/1978 | 1978-01-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-6256 | •••-••-6256 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 1043 OCEAN AVENUE | 1043 Ocean Ave | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85745 | 85745 | Unchanged |
| Group | GRP-4286 | GRP-4286 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- larry|arnold
- Address key
- 1043|ocean|85745
- Canonical first
- larry
Quality flags
4 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
- 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-403850 | 1.00 | Scored | — | Auto-linked |
| CLM-403851 | 1.00 | Scored | — | Auto-linked |
| ENR-104995 | 0.97 | Rule | D2 ssn4 + dob + last name | 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 |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7b032be3ea2026-10-22 12:43:54, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automatically36fc3597c82026-10-19 19:54:38, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automatically992f2e48b52026-10-19 19:52:09, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automaticallybc31ea66fe2026-10-19 19:45:42, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automatically56b9c48e5b2026-10-19 19:32:31, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
- Record linked automaticallyff80a7b6ea2026-10-19 19:31:28, scoring_agentidentity id MBR-035738, confidence 1, method probabilistic, matched record ENR-105017, policy version 1