Record, CLM, bronze and silver
CLM-423069
Received 2026-07-05T03:30:11Z, line 92,051 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 | NATHAN | Nathan | Changed |
| Middle | — | — | Unchanged |
| Last name | RIILEY | Riiley | Changed |
| Date of birth | 1998-05-18 | 1998-05-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-0851 | •••-••-0851 | Unchanged |
| Phone | 485-666-3464·· | 4856663464 | Parsed |
| N/A·· | — | Cleared | |
| Address | 1023 River Road | 1023 River Rd | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32865 | 32865 | Unchanged |
| Group | ·- | — | Cleared |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.74
- Name key
- nathan|riiley
- Address key
- 1023|river|32865
- Canonical first
- nathan
Quality flags
7 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
- 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
- Plan code upper-casedPlan code upper-cased
- 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-423071 | 0.99 | Scored | — | Auto-linked |
| CLM-423070 | 0.99 | Scored | — | Auto-linked |
| ENR-130196 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006339
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nathan Riley, 1998-05-18, 4 records, Verified
Evidence
Matched against CLM-423071
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automaticallyc0164486f12026-10-22 12:43:53, scoring_agentidentity id MBR-006339, confidence 0.99, method probabilistic, matched record CLM-423071, policy version 1
- Record linked automatically9f85539d972026-10-19 19:54:38, scoring_agentidentity id MBR-006339, confidence 0.99, method probabilistic, matched record CLM-423071, policy version 1
- Record linked automaticallyfcd1e76a9d2026-10-19 19:52:09, scoring_agentidentity id MBR-006339, confidence 0.99, method probabilistic, matched record CLM-423071, policy version 1
- Record linked automaticallya4197fae872026-10-19 19:45:42, scoring_agentidentity id MBR-006339, confidence 0.99, method probabilistic, matched record CLM-423071, policy version 1
- Record linked automatically352c2f2e0e2026-10-19 19:32:31, scoring_agentidentity id MBR-006339, confidence 0.99, method probabilistic, matched record CLM-423071, policy version 1
- Record linked automatically601827f6e12026-10-19 19:31:28, matching_agentidentity id MBR-004135, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130386