Record, CLM, bronze and silver
CLM-429580
Received 2026-08-22T02:06:58Z , line 67,437 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 | KATHERINE | Katherine | Changed |
| Middle | N | N | Unchanged |
| Last name | RAMIREZ | Ramirez | Changed |
| Date of birth | 11-09-1958 | 1958-09-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4792 | •••-••-4792 | Unchanged |
| Phone | (223) 703-3326 | 2237033326 | Parsed |
| ·N/A | — | Cleared | |
| Address | 8202 Palm Drive | 8202 Palm Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona·· | AZ | Changed |
| ZIP | 85212 | 85212 | Unchanged |
| Group | GRP-0737 | GRP-0737 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- katherine|ramirez
- Address key
- 8202|palm|85212
- Canonical first
- katherine
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-138803 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010725
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Katherine Ramirez, 1958-09-11, 2 records, Verified
Evidence
Matched against ENR-138803
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically875b7cb2872026-10-22 12:43:54, matching_agentidentity id MBR-010725, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-138803
- Record linked automatically45307e83172026-10-19 19:54:38, matching_agentidentity id MBR-010725, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-138803
- Record linked automatically5a53bc3cb52026-10-19 19:52:09, matching_agentidentity id MBR-010725, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-138803
- Record linked automaticallye4c6e0eed12026-10-19 19:45:42, matching_agentidentity id MBR-010725, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-138803
- Record linked automaticallya163f831f72026-10-19 19:32:31, matching_agentidentity id MBR-010725, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-138803