Record, CLM, bronze and silver
CLM-416140
Received 2026-01-23T05:04:23Z, line 82,121 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 | Karen | Karen | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 02/04/1983·· | 1983-02-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 6046958693 | 6046958693 | Unchanged |
| — | — | Unchanged | |
| Address | ···· | — | Unchanged |
| City | - | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-1653 | GRP-1653 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- karen|cook
- Address key
- —
- Canonical first
- karen
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-416142 | 1.00 | Scored | — | Auto-linked |
| CLM-416141 | 1.00 | Scored | — | Auto-linked |
| PRV-24788 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006874
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Cook, 1983-02-04, 4 records, Verified
Evidence
Matched against CLM-416142
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc3106188c62026-10-19 19:54:38, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416142, policy version 1
- Record linked automatically5b56eea5282026-10-19 19:52:09, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416142, policy version 1
- Record linked automatically9a4c2ce8432026-10-19 19:45:42, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416142, policy version 1
- Record linked automaticallydb3bde5df12026-10-19 19:32:31, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416142, policy version 1
- Record linked automatically2e89c5f31d2026-10-19 19:31:28, matching_agentidentity id MBR-012695, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416139