Record, CLM, bronze and silver
CLM-408489
Received 2026-03-23T18:00:01Z, line 61,789 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 | MADISON | Madison | Changed |
| Middle | X | X | Unchanged |
| Last name | PATEL | Patel | Changed |
| Date of birth | 1/10/2000 | 2000-01-10 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-3842 | •••-••-3842 | Parsed |
| Phone | (845) 734-5964 | 8457345964 | Parsed |
| - | — | Cleared | |
| Address | 4495 UNION STREET | 4495 Union St | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.48
- Name key
- madison|patel
- Address key
- 4495|union|glendale
- Canonical first
- madison
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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-111202 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22512 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008835
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Madison Patel, 2000-01-10, 3 records, Verified
Evidence
Matched against ENR-111202
| 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 | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically41508e019a2026-10-19 19:54:38, matching_agentidentity id MBR-008835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111202
- Record linked automatically54be0054b92026-10-19 19:52:09, matching_agentidentity id MBR-008835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111202
- Record linked automaticallydd6a6d4c9f2026-10-19 19:45:42, matching_agentidentity id MBR-008835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111202
- Record linked automatically12139bd4322026-10-19 19:32:31, matching_agentidentity id MBR-008835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111202
- Record linked automatically99b5d1c4ae2026-10-19 19:31:28, matching_agentidentity id MBR-032117, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111189