Record, CLM, bronze and silver
CLM-419123
Received 2026-02-01T11:10:37Z, line 28,236 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 | SOTO | Soto | Changed |
| Middle | M | M | Unchanged |
| Last name | RAYMOND | Raymond | Changed |
| Date of birth | 1970-08-18 | 1970-08-18 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-0168 | •••-••-0168 | Unchanged |
| Phone | (936) 422-0707 | 9364220707 | Parsed |
| ·· | — | Unchanged | |
| Address | 9722 Spring Street | 9722 Spring St | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85765 | 85765 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- soto|raymond
- Address key
- 9722|spring|85765
- Canonical first
- soto
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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-58464 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009463
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Ray Soto, 1970-08-18, 3 records, Verified
Evidence
Matched against TPA-58464
| 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
5 hash-chained entries for this record
- Record linked automaticallye21406e50e2026-10-19 19:54:38, scoring_agentidentity id MBR-009463, confidence 0.984, method probabilistic, matched record TPA-58464, policy version 1
- Record linked automatically2e54e073092026-10-19 19:52:09, scoring_agentidentity id MBR-009463, confidence 0.984, method probabilistic, matched record TPA-58464, policy version 1
- Record linked automaticallyfa7b17e3402026-10-19 19:45:42, scoring_agentidentity id MBR-009463, confidence 0.984, method probabilistic, matched record TPA-58464, policy version 1
- Record linked automaticallyf8ed5156382026-10-19 19:32:31, scoring_agentidentity id MBR-009463, confidence 0.984, method probabilistic, matched record TPA-58464, policy version 1
- Record linked automatically54046bd8ed2026-10-19 19:31:28, matching_agentidentity id MBR-027941, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-58322