Record, CLM, bronze and silver
CLM-419952
Received 2026-03-27T06:34:52Z, line 94,637 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 | SOFIA | Sofia | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIAMS | Williams | Changed |
| Date of birth | 02/20/1970 | 1970-02-20 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8854 | •••-••-8854 | Unchanged |
| Phone | 256.356.5103 | 2563565103 | Parsed |
| — | — | Unchanged | |
| Address | 3918 Pine Dr | 3918 Pine Dr | Unchanged |
| City | ·Austin | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78796 | 78796 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- sofia|williams
- Address key
- 3918|pine|78796
- Canonical first
- sofia
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| ENR-126290 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022328
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sofia Williams, 1970-02-20, 2 records, Verified
Evidence
Matched against ENR-126290
| 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
6 hash-chained entries for this record
- Record linked automatically55504ed2bd2026-10-22 12:43:54, matching_agentidentity id MBR-022328, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-126290
- Record linked automatically21e38bdfe82026-10-19 19:54:38, matching_agentidentity id MBR-022328, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-126290
- Record linked automatically403a82c1812026-10-19 19:52:09, matching_agentidentity id MBR-022328, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-126290
- Record linked automatically7022c47eaa2026-10-19 19:45:42, matching_agentidentity id MBR-022328, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-126290
- Record linked automaticallyd78e07a0662026-10-19 19:32:31, matching_agentidentity id MBR-022328, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-126290
- Record linked automatically85f5b368462026-10-19 19:31:28, matching_agentidentity id MBR-035394, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-126201