Record, CLM, bronze and silver
CLM-414188
Received 2026-01-12T15:56:10Z, line 38,195 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 | DENNY | Denny | Changed |
| Middle | — | — | Unchanged |
| Last name | CSTILLO | Cstillo | Changed |
| Date of birth | 1989-12-09 | 1989-12-09 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·null | — | Cleared |
| SSN | •••-••-2029 | •••-••-2029 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6858 Central Avenue | 6858 Central Ave | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33680 | 33680 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- dennis|cstillo
- Address key
- 6858|central|33680
- Canonical first
- dennis
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
- 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-118599 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003705
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Dennis Castillo, 1989-12-09, 2 records, Verified
Evidence
Matched against ENR-118599
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0fb98c98992026-10-22 12:43:53, matching_agentidentity id MBR-003705, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-118599
- Record linked automatically51c91b98072026-10-19 19:54:38, matching_agentidentity id MBR-003705, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-118599
- Record linked automatically3eb3de13a82026-10-19 19:52:08, matching_agentidentity id MBR-003705, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-118599
- Record linked automatically9905d864762026-10-19 19:45:42, matching_agentidentity id MBR-003705, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-118599
- Record linked automatically881b627f2b2026-10-19 19:32:31, matching_agentidentity id MBR-003705, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-118599
- Record linked automaticallybc6c5841d02026-10-19 19:31:28, matching_agentidentity id MBR-017412, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118627