Record, CLM, bronze and silver
CLM-427227
Received 2026-02-20T19:45:19Z, line 42,540 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 1948-06-18 | 1948-06-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6542 | •••-••-6542 | Unchanged |
| Phone | 459-671-5037 | 4596715037 | Parsed |
| N/A | — | Cleared | |
| Address | 4713 Lincoln Way | 4713 Lincoln Way | Unchanged |
| City | SCOTTSDALE·· | Scottsdale | Changed |
| State | Arizona | AZ | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-8018 | GRP-8018 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- michelle|soto
- Address key
- 4713|lincoln|scottsdale
- Canonical first
- michelle
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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-135709 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014640
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Michelle Soto, 1948-06-18, 2 records, Verified
Evidence
Matched against ENR-135709
| 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
6 hash-chained entries for this record
- Record linked automatically3505856f362026-10-22 12:43:54, scoring_agentidentity id MBR-014640, confidence 0.937, method probabilistic, matched record ENR-135709, policy version 1
- Record linked automaticallydb6480ee802026-10-19 19:54:38, scoring_agentidentity id MBR-014640, confidence 0.937, method probabilistic, matched record ENR-135709, policy version 1
- Record linked automatically1164a85dea2026-10-19 19:52:09, scoring_agentidentity id MBR-014640, confidence 0.937, method probabilistic, matched record ENR-135709, policy version 1
- Record linked automaticallyba1e5d05f32026-10-19 19:45:42, scoring_agentidentity id MBR-014640, confidence 0.937, method probabilistic, matched record ENR-135709, policy version 1
- Record linked automaticallyc3941cebee2026-10-19 19:32:31, scoring_agentidentity id MBR-014640, confidence 0.937, method probabilistic, matched record ENR-135709, policy version 1
- Record linked automatically91f59640fa2026-10-19 19:31:28, scoring_agentidentity id MBR-007009, confidence 0.994, method probabilistic, matched record TPA-61977, policy version 1