Record, CLM, bronze and silver
CLM-410665
Received 2026-05-19T11:43:53Z, line 27,268 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 | LAWRENCE | Lawrence | Changed |
| Middle | D. | D | Changed |
| Last name | CUNNINGHAM | Cunningham | Changed |
| Date of birth | Jul 17, 1998 | 1998-07-17 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-6324 | •••-••-6324 | Parsed |
| Phone | +1 238 608 1454 | 2386081454 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | ·· | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- lawrence|cunningham
- Address key
- —
- Canonical first
- lawrence
Quality flags
7 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
- 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 |
|---|---|---|---|---|
| CLM-410666 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-54681 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031358
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Lawrence Cunningham, 1998-07-17, 2 records, Verified
Evidence
Matched against CLM-410666
| 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 |
Audit
5 hash-chained entries for this record
- Record linked automatically65a8adb7222026-10-19 19:54:38, matching_agentidentity id MBR-031358, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410666
- Record linked automaticallyf5331761de2026-10-19 19:52:09, matching_agentidentity id MBR-031358, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410666
- Record linked automaticallye3140996e92026-10-19 19:45:42, matching_agentidentity id MBR-031358, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410666
- Record linked automaticallyd0afe4f0842026-10-19 19:32:31, matching_agentidentity id MBR-031358, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410666
- Record linked automaticallye962fc105a2026-10-19 19:31:28, matching_agentidentity id MBR-037598, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114119