Record, CLM, bronze and silver
CLM-421348
Received 2026-01-19T12:05:41Z, line 90,883 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 | Michelle | Michelle | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cooper | Cooper | Unchanged |
| Date of birth | 6/26/1958 | 1958-06-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·N/A | — | Cleared |
| SSN | •••-••-6632 | •••-••-6632 | Unchanged |
| Phone | 16757570847 | 6757570847 | Parsed |
| — | — | Unchanged | |
| Address | ·3137 Sunset Blvd #723 | 3137 Sunset Blvd # 723 | Changed |
| City | Houston·· | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77098-8347 | 77098 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- michelle|cooper
- Address key
- 3137|sunset|77098
- Canonical first
- michelle
Quality flags
6 raised during normalisation
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-127984 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000977
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Michelle Cooper, 1958-06-26, 2 records, Verified
Evidence
Matched against ENR-127984
| 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 automatically4b092f77302026-10-19 19:54:38, matching_agentidentity id MBR-000977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127984
- Record linked automaticallyda42550bf82026-10-19 19:52:08, matching_agentidentity id MBR-000977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127984
- Record linked automatically0f9226944f2026-10-19 19:45:41, matching_agentidentity id MBR-000977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127984
- Record linked automatically72fdb0e7722026-10-19 19:32:31, matching_agentidentity id MBR-000977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127984
- Record linked automaticallya66af5cbc92026-10-19 19:31:28, matching_agentidentity id MBR-012738, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128047