Record, CLM, bronze and silver
CLM-428009
Received 2026-03-30T19:11:13Z, line 14,682 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 | ·Sophia | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 28-05-1970 | 1970-05-28 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0388 | •••-••-0388 | Unchanged |
| Phone | N/A | — | Cleared |
| ·NULL | — | Cleared | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-3188 | GRP-3188 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.80
- Name key
- sophia|johnston
- Address key
- —
- Canonical first
- sophia
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-136723 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-428008 | 0.83 | Scored | — | Sent to steward |
| TPA-62369 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023074
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sophia Johnston, 1970-05-28, 3 records, Verified
Evidence
Matched against ENR-136723
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically88b4fcaa582026-10-22 12:43:54, matching_agentidentity id MBR-023074, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-136723
- Record linked automatically021adc5d5d2026-10-19 19:54:38, matching_agentidentity id MBR-023074, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-136723
- Record linked automaticallyd9e895f3312026-10-19 19:52:09, matching_agentidentity id MBR-023074, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-136723
- Record linked automatically7b9abf0bc92026-10-19 19:45:42, matching_agentidentity id MBR-023074, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-136723
- Record linked automaticallyec6b75b47e2026-10-19 19:32:31, matching_agentidentity id MBR-023074, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-136723
- Record linked automatically18e3da7eaf2026-10-19 19:31:28, scoring_agentidentity id MBR-034602, confidence 0.995, method probabilistic, matched record TPA-62315, policy version 1