Record, CLM, bronze and silver
CLM-410792
Received 2026-06-17T06:20:27Z, line 61,793 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 | JULIE | Julie | Changed |
| Middle | — | — | Unchanged |
| Last name | STONE | Stone | Changed |
| Date of birth | 19980111 | 1998-01-11 | Parsed |
| Gender | ·NULL | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (616) 507-9321 | 6165079321 | Parsed |
| — | — | Unchanged | |
| Address | 1065 Meadow Ln | 1065 Meadow Ln | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- julie|stone
- Address key
- 1065|meadow|phoenix
- Canonical first
- julie
Quality flags
6 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-54732 | 0.94 | Scored | — | Auto-linked |
| ENR-114170 | 0.94 | Scored | — | Auto-linked |
| ENR-114171 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026216
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Julie Stone, 1998-01-11, 4 records, Verified
Evidence
Matched against ENR-114170
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically6baae6ab292026-10-22 12:43:54, scoring_agentidentity id MBR-026216, confidence 0.937, method probabilistic, matched record ENR-114170, policy version 1
- Record linked automatically53a9eca21f2026-10-19 19:54:38, scoring_agentidentity id MBR-026216, confidence 0.937, method probabilistic, matched record ENR-114170, policy version 1
- Record linked automaticallya0d057f5f82026-10-19 19:52:09, scoring_agentidentity id MBR-026216, confidence 0.937, method probabilistic, matched record ENR-114170, policy version 1
- Record linked automaticallyb73d4a236b2026-10-19 19:45:42, scoring_agentidentity id MBR-026216, confidence 0.937, method probabilistic, matched record ENR-114170, policy version 1
- Record linked automaticallyeddad543a72026-10-19 19:32:31, scoring_agentidentity id MBR-026216, confidence 0.937, method probabilistic, matched record ENR-114170, policy version 1