Record, CLM, bronze and silver
CLM-423765
Received 2026-06-16T02:37:15Z , line 10,562 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 | Margaret | Margaret | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Stevens | Stevens | Changed |
| Date of birth | 12-12-1981 | 1981-12-12 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-8772 | •••-••-8772 | Unchanged |
| Phone | 506-626-2864 | 5066262864 | Parsed |
| N/A | — | Cleared | |
| Address | ·7419 BASELINE RD | 7419 Baseline Rd | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.60
- Name key
- margaret|stevens
- Address key
- 7419|baseline|atlanta
- Canonical first
- margaret
Quality flags
8 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
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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-131084 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-423764 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011123
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Margaret Stevens, 1981-12-12, 3 records, Verified
Evidence
Matched against ENR-131084
| 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 | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically0c0bee834f2026-10-22 12:43:54, matching_agentidentity id MBR-011123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131084
- Record linked automaticallyc2e521a1522026-10-19 19:54:38, matching_agentidentity id MBR-011123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131084
- Record linked automatically1eed1d3e4e2026-10-19 19:52:09, matching_agentidentity id MBR-011123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131084
- Record linked automaticallyda7c3d0ec12026-10-19 19:45:42, matching_agentidentity id MBR-011123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131084
- Record linked automaticallyfcae9316fc2026-10-19 19:32:31, matching_agentidentity id MBR-011123, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-131084
- Record linked automatically6088e788652026-10-19 19:31:28, scoring_agentidentity id MBR-001456, confidence 1, method probabilistic, matched record CLM-423766, policy version 1