Record, CLM, bronze and silver
CLM-406997
Received 2026-07-24T06:34:31Z, line 41,690 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 | Carol | Carol | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Calrk·· | Calrk | Changed |
| Date of birth | ·1/3/1989 | 1989-01-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (827) 225-7839 | 8272257839 | Parsed |
| null | — | Cleared | |
| Address | 6078 Lincoln Way | 6078 Lincoln Way | Unchanged |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43226 | 43226 | Unchanged |
| Group | GRP-9795 | GRP-9795 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.92
- Name key
- carol|calrk
- Address key
- 6078|lincoln|43226
- Canonical first
- carol
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-406998 | 0.99 | Scored | — | Auto-linked |
| PRV-22056 | 0.99 | Scored | — | Auto-linked |
| ENR-109142 | 0.98 | Scored | — | Auto-linked |
| ENR-109141 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008336
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Carol Clark, 1989-01-03, 5 records, Verified
Evidence
Matched against CLM-406998
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically73ae02f9822026-10-19 19:54:38, scoring_agentidentity id MBR-008336, confidence 0.989, method probabilistic, matched record CLM-406998, policy version 1
- Record linked automatically65637fe1a52026-10-19 19:52:09, scoring_agentidentity id MBR-008336, confidence 0.989, method probabilistic, matched record CLM-406998, policy version 1
- Record linked automaticallyb20a7204f82026-10-19 19:45:42, scoring_agentidentity id MBR-008336, confidence 0.989, method probabilistic, matched record CLM-406998, policy version 1
- Record linked automaticallyebf18910f22026-10-19 19:32:31, scoring_agentidentity id MBR-008336, confidence 0.989, method probabilistic, matched record CLM-406998, policy version 1
- Record linked automaticallyeaaa00551e2026-10-19 19:31:28, scoring_agentidentity id MBR-000856, confidence 0.995, method probabilistic, matched record PRV-22078, policy version 1