Record, CLM, bronze and silver
CLM-407362
Received 2026-04-27T09:27:23Z, line 57,552 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 | GARY·· | Gary | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMS | Sims | Changed |
| Date of birth | 1950-04-10 | 1950-04-10 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-2340 | •••-••-2340 | Parsed |
| Phone | ·803-663-1340 | 8036631340 | Parsed |
| ···· | — | Unchanged | |
| Address | 7461 Maple Avenue Apt 5 | 7461 Maple Ave Apt 5 | Changed |
| City | Tampa | Tampa | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 33676 | 33676 | Unchanged |
| Group | GRP-6253 | GRP-6253 | Unchanged |
| Plan | ·N/A | — | Cleared |
- Quality score
- 0.20
- Name key
- gary|sims
- Address key
- 7461|maple|33676
- Canonical first
- gary
Quality flags
10 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-109641 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027966
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Gary Sims, 1950-04-10, 2 records, Verified
Evidence
Matched against ENR-109641
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4e37015a6c2026-10-19 19:54:38, matching_agentidentity id MBR-027966, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109641
- Record linked automatically2e202ee75f2026-10-19 19:52:09, matching_agentidentity id MBR-027966, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109641
- Record linked automaticallybdc19b3e892026-10-19 19:45:42, matching_agentidentity id MBR-027966, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109641
- Record linked automaticallyceef8de7282026-10-19 19:32:31, matching_agentidentity id MBR-027966, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109641
- Record linked automaticallyd8b119fb812026-10-19 19:31:28, matching_agentidentity id MBR-004603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407363