Record, CLM, bronze and silver
CLM-403850
Received 2026-02-02T14:50:59Z, line 63,435 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 | — | — | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 19780101 | 1978-01-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | +1 211 395 6342 | 2113956342 | Parsed |
| N/A | — | Cleared | |
| Address | 1043 Ocean Avenue | 1043 Ocean Ave | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85745 | 85745 | Changed |
| Group | GRP-4286 | GRP-4286 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.74
- 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
- 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-403851 | 1.00 | Scored | — | Auto-linked |
| CLM-403852 | 1.00 | Scored | — | Auto-linked |
| ENR-104995 | 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-403851
| 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 automaticallycd7a894dac2026-10-22 12:43:54, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
- Record linked automatically6f0abbf52a2026-10-19 19:54:38, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
- Record linked automatically31bf9a134e2026-10-19 19:52:09, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
- Record linked automatically5d50ef6e1f2026-10-19 19:45:42, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
- Record linked automaticallyc0602a1eb62026-10-19 19:32:31, scoring_agentidentity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
- Record linked automatically8c049708002026-10-19 19:31:28, scoring_agentidentity id MBR-001352, confidence 1, method probabilistic, matched record TPA-51720, policy version 1