Record, CLM, bronze and silver
CLM-401953
Received 2026-02-18T18:10:31Z, line 32,686 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 | Cooper, Justin | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cooper | Changed |
| Date of birth | 1943-04-08 | 1943-04-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-3634 | •••-••-3634 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | N/A | — | Cleared |
| City | null | — | Cleared |
| State | UNKNOWN·· | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-2805 | GRP-2805 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.82
- Name key
- justin|cooper
- Address key
- —
- Canonical first
- justin
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| PRV-20571 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-401952 | 0.83 | Scored | — | Sent to steward |
| CLM-401951 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014103
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Justin Cooper, 1943-04-08, 4 records, Verified
Evidence
Matched against PRV-20571
| 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 automaticallyea165d21e02026-10-22 12:43:54, matching_agentidentity id MBR-014103, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-20571
- Record linked automatically7c36c2ce9e2026-10-19 19:54:38, matching_agentidentity id MBR-014103, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-20571
- Record linked automaticallyfbdb51886d2026-10-19 19:52:09, matching_agentidentity id MBR-014103, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-20571
- Record linked automatically39b1914ffe2026-10-19 19:45:42, matching_agentidentity id MBR-014103, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-20571
- Record linked automatically26f02427562026-10-19 19:32:31, matching_agentidentity id MBR-014103, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record PRV-20571
- Record linked automatically7bafb82be32026-10-19 19:31:28, scoring_agentidentity id MBR-025831, confidence 1, method probabilistic, matched record CLM-401954, policy version 1