Record, CLM, bronze and silver
CLM-410293
Received 2026-07-20T13:03:40Z, line 99,353 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 | Emma | Emma | Unchanged |
| Middle | O | O | Unchanged |
| Last name | Campbell | Campbell | Unchanged |
| Date of birth | 1971-11-15 | 1971-11-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8455 | •••-••-8455 | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 4875 Central Ave | 4875 Central Ave | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85268 | 85268 | Unchanged |
| Group | GRP-7923 | GRP-7923 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.98
- Name key
- emma|campbell
- Address key
- 4875|central|85268
- Canonical first
- emma
Quality flags
1 raised during normalisation
- 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-22983 | 0.99 | Scored | — | Auto-linked |
| ENR-113555 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025182
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emma Campbell, 1971-11-15, 3 records, Verified
Evidence
Matched against PRV-22983
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically88f57f78f82026-10-19 19:54:38, scoring_agentidentity id MBR-025182, confidence 0.993, method probabilistic, matched record PRV-22983, policy version 1
- Record linked automaticallya1487dc8e42026-10-19 19:52:09, scoring_agentidentity id MBR-025182, confidence 0.993, method probabilistic, matched record PRV-22983, policy version 1
- Record linked automaticallyfed731f9be2026-10-19 19:45:42, scoring_agentidentity id MBR-025182, confidence 0.993, method probabilistic, matched record PRV-22983, policy version 1
- Record linked automatically780c5020e82026-10-19 19:32:31, scoring_agentidentity id MBR-025182, confidence 0.993, method probabilistic, matched record PRV-22983, policy version 1
- Record linked automatically97ff88cdfd2026-10-19 19:31:28, matching_agentidentity id MBR-010255, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113587