Record, CLM, bronze and silver
CLM-422007
Received 2026-03-20T23:33:14Z, line 5,610 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 | Ruth | Ruth | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Sandoval | Sandoval | Unchanged |
| Date of birth | 1984-05-06 | 1984-05-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-9328 | •••-••-9328 | Parsed |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | NULL·· | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.96
- Name key
- ruth|sandoval
- Address key
- —
- Canonical first
- ruth
Quality flags
2 raised during normalisation
- 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-128826 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59669 | 0.83 | Scored | — | Sent to steward |
| CLM-422008 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016803
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Ruth Sandoval, 1984-05-06, 3 records, Verified
Evidence
Matched against ENR-128826
| 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
5 hash-chained entries for this record
- Record linked automatically0ecd72f7b32026-10-19 19:54:38, matching_agentidentity id MBR-016803, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128826
- Record linked automatically53dedd6f602026-10-19 19:52:09, matching_agentidentity id MBR-016803, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128826
- Record linked automatically159525dc632026-10-19 19:45:42, matching_agentidentity id MBR-016803, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128826
- Record linked automatically9a2969adc92026-10-19 19:32:31, matching_agentidentity id MBR-016803, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128826
- Record linked automaticallybfcdc19c2a2026-10-19 19:31:28, matching_agentidentity id MBR-015228, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422008