Record, CLM, bronze and silver
CLM-413984
Received 2026-04-05T21:10:23Z, line 22,056 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Rachel | Rachel | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Smith | Smith | Unchanged |
| Date of birth | 15-06-1969 | 1969-06-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| rachel.smith@outlook.com | rachel.smith@outlook.com | Unchanged | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-0375 | GRP-0375 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.96
- Name key
- rachel|smith
- Address key
- —
- Canonical first
- rachel
Quality flags
2 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-413983 | 1.00 | Scored | — | Auto-linked |
| ENR-118306 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024195
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Rachel Smith, 1969-06-15, 3 records, Verified
Evidence
Matched against CLM-413983
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc767afdfc12026-10-19 19:54:38, scoring_agentidentity id MBR-024195, confidence 1, method probabilistic, matched record CLM-413983, policy version 1
- Record linked automatically9ce62accf52026-10-19 19:52:09, scoring_agentidentity id MBR-024195, confidence 1, method probabilistic, matched record CLM-413983, policy version 1
- Record linked automaticallyf28d8680302026-10-19 19:45:42, scoring_agentidentity id MBR-024195, confidence 1, method probabilistic, matched record CLM-413983, policy version 1
- Record linked automatically940aa11fb12026-10-19 19:32:31, scoring_agentidentity id MBR-024195, confidence 1, method probabilistic, matched record CLM-413983, policy version 1
- Record linked automatically6ef5468bf82026-10-19 19:31:28, matching_agentidentity id MBR-030404, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118372