Record, CLM, bronze and silver
CLM-414675
Received 2026-08-25T10:52:11Z, line 24,541 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 | Sophia·· | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | Sandoval | Sandoval | Unchanged |
| Date of birth | May 26, 1964 | 1964-05-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 2657049567 | 2657049567 | Unchanged |
| sophia.sandoval60@icloud.com | sophia.sandoval60@icloud.com | Unchanged | |
| Address | 5489 Jefferson Ave | 5489 Jefferson Ave | Unchanged |
| City | San Diego | San Diego | Unchanged |
| State | California | CA | Changed |
| ZIP | ·92190 | 92190 | Changed |
| Group | GRP-3712 | GRP-3712 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- sophia|sandoval
- Address key
- 5489|jefferson|92190
- Canonical first
- sophia
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 |
|---|---|---|---|---|
| ENR-119316 | 1.00 | Scored | — | Auto-linked |
| ENR-119317 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014457
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Sandoval, 1964-05-26, 3 records, Verified
Evidence
Matched against ENR-119316
| 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
6 hash-chained entries for this record
- Record linked automatically0953087bec2026-10-22 12:43:54, scoring_agentidentity id MBR-014457, confidence 1, method probabilistic, matched record ENR-119316, policy version 1
- Record linked automaticallyb7e23e208e2026-10-19 19:54:38, scoring_agentidentity id MBR-014457, confidence 1, method probabilistic, matched record ENR-119316, policy version 1
- Record linked automatically02305395322026-10-19 19:52:09, scoring_agentidentity id MBR-014457, confidence 1, method probabilistic, matched record ENR-119316, policy version 1
- Record linked automatically93c7c2484b2026-10-19 19:45:42, scoring_agentidentity id MBR-014457, confidence 1, method probabilistic, matched record ENR-119316, policy version 1
- Record linked automatically35e20c79892026-10-19 19:32:31, scoring_agentidentity id MBR-014457, confidence 1, method probabilistic, matched record ENR-119316, policy version 1
- Record linked automatically1f2a551df32026-10-19 19:31:28, matching_agentidentity id MBR-012710, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119223