Record, CLM, bronze and silver
CLM-426289
Received 2026-01-17T04:27:43Z, line 57,531 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LAURA | Laura | Changed |
| Middle | ·· | — | Unchanged |
| Last name | CASTILLLO | Castilllo | Changed |
| Date of birth | 1962-04-24 | 1962-04-24 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-7453 | •••-••-7453 | Unchanged |
| Phone | 231-380-1821 | 2313801821 | Parsed |
| null | — | Cleared | |
| Address | 4454 Valley View Dr·· | 4454 Valley View Dr | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92164 | 92164 | Unchanged |
| Group | GRP-1251 | GRP-1251 | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.94
- Name key
- laura|castilllo
- Address key
- 4454|valley view|92164
- Canonical first
- laura
Quality flags
3 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
- 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 |
|---|---|---|---|---|
| CLM-426290 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-134456 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005136
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Laura Castillo, 1962-04-24, 3 records, Verified
Evidence
Matched against CLM-426290
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically5a9995a00f2026-10-22 12:43:53, matching_agentidentity id MBR-005136, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426290
- Record linked automaticallydd91f7edc82026-10-19 19:54:38, matching_agentidentity id MBR-005136, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426290
- Record linked automatically90a3abe2632026-10-19 19:52:08, matching_agentidentity id MBR-005136, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426290
- Record linked automatically64c10d09b32026-10-19 19:45:42, matching_agentidentity id MBR-005136, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426290
- Record linked automatically696dcf72772026-10-19 19:32:31, matching_agentidentity id MBR-005136, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426290
- Record linked automatically937d22f03a2026-10-19 19:31:28, scoring_agentidentity id MBR-007143, confidence 1, method probabilistic, matched record ENR-134737, policy version 1