Record, CLM, bronze and silver
CLM-423159
Received 2026-05-30T03:58:35Z, line 90,221 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 | ryan | Ryan | Changed |
| Middle | U | U | Unchanged |
| Last name | soto | Soto | Changed |
| Date of birth | 2002-11-11 | 2002-11-11 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-8728 | •••-••-8728 | Unchanged |
| Phone | 3373717502 | 3373717502 | Unchanged |
| — | — | Unchanged | |
| Address | 8891 UNION STREET | 8891 Union St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85233 | 85233 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- ryan|soto
- Address key
- 8891|union|85233
- Canonical first
- ryan
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-60176 | 1.00 | Scored | — | Auto-linked |
| CLM-423158 | 1.00 | Scored | — | Auto-linked |
| TPA-60177 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-130306 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025104
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ryan Soto, 2002-11-11, 5 records, Verified
Evidence
Matched against CLM-423158
| 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
4 hash-chained entries for this record
- Record linked automaticallyf02cadba012026-10-19 19:54:38, scoring_agentidentity id MBR-025104, confidence 1, method probabilistic, matched record CLM-423158, policy version 1
- Record linked automatically40a3202de52026-10-19 19:52:09, scoring_agentidentity id MBR-025104, confidence 1, method probabilistic, matched record CLM-423158, policy version 1
- Record linked automatically1bd3a310ca2026-10-19 19:45:42, scoring_agentidentity id MBR-025104, confidence 1, method probabilistic, matched record CLM-423158, policy version 1
- Record linked automaticallyb6162a546c2026-10-19 19:32:31, scoring_agentidentity id MBR-025104, confidence 1, method probabilistic, matched record CLM-423158, policy version 1