Record, CLM, bronze and silver
CLM-422426
Received 2026-04-20T22:21:27Z, line 69,398 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 | Lawrence | Lawrence | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Soto | Soto | Unchanged |
| Date of birth | ·Aug 2, 1974 | 1974-08-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-60682-84 | UHC-60682-84 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·NULL | — | Cleared |
| lawrence.soto36@icloud.com·· | lawrence.soto36@icloud.com | Changed | |
| Address | 6232 Willow Ct | 6232 Willow Ct | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | Arizona·· | AZ | Changed |
| ZIP | 85269 | 85269 | Unchanged |
| Group | GRP-6439 | GRP-6439 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- lawrence|soto
- Address key
- 6232|willow|85269
- Canonical first
- lawrence
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-59849 | 1.00 | Scored | — | Auto-linked |
| CLM-422425 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001226
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Soto, 1974-08-02, 3 records, Verified
Evidence
Matched against TPA-59849
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically88435cb08f2026-10-19 19:54:38, scoring_agentidentity id MBR-001226, confidence 1, method probabilistic, matched record TPA-59849, policy version 1
- Record linked automatically17d84e58932026-10-19 19:52:08, scoring_agentidentity id MBR-001226, confidence 1, method probabilistic, matched record TPA-59849, policy version 1
- Record linked automaticallyf48811ea262026-10-19 19:45:41, scoring_agentidentity id MBR-001226, confidence 1, method probabilistic, matched record TPA-59849, policy version 1
- Record linked automatically5de79ed4272026-10-19 19:32:31, scoring_agentidentity id MBR-001226, confidence 1, method probabilistic, matched record TPA-59849, policy version 1
- Record linked automatically8b580821932026-10-19 19:31:28, matching_agentidentity id MBR-026888, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129493