Record, CLM, bronze and silver
CLM-429281
Received 2026-08-31T01:28:49Z, line 14,773 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 | LORI | Lori | Changed |
| Middle | — | — | Unchanged |
| Last name | ·LARSON | Larson | Changed |
| Date of birth | 1949-02-19 | 1949-02-19 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | (845) 717-4188 | 8457174188 | Parsed |
| NULL | — | Cleared | |
| Address | 195 Cedar Ln | 195 Cedar Ln | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- lori|larson
- Address key
- 195|cedar|85274
- Canonical first
- lori
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| ENR-138420 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036882
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Larson Lori, 1949-02-19, 2 records, Verified
Evidence
Matched against ENR-138420
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automaticallyaf30ceecd42026-10-22 12:43:55, scoring_agentidentity id MBR-036882, confidence 0.984, method probabilistic, matched record ENR-138420, policy version 1
- Record linked automaticallyd965e2f2a12026-10-19 19:54:39, scoring_agentidentity id MBR-036882, confidence 0.984, method probabilistic, matched record ENR-138420, policy version 1
- Record linked automaticallyade793c27b2026-10-19 19:52:09, scoring_agentidentity id MBR-036882, confidence 0.984, method probabilistic, matched record ENR-138420, policy version 1
- Record linked automatically8f8f20144a2026-10-19 19:45:42, scoring_agentidentity id MBR-036882, confidence 0.984, method probabilistic, matched record ENR-138420, policy version 1
- Record linked automatically51912bcd232026-10-19 19:32:31, scoring_agentidentity id MBR-036882, confidence 0.984, method probabilistic, matched record ENR-138420, policy version 1
- Record linked automatically2c15a61ce82026-10-19 19:31:28, scoring_agentidentity id MBR-025149, confidence 0.85, method probabilistic, matched record ENR-138686, policy version 1