Record, CLM, bronze and silver
CLM-429965
Received 2026-04-24T04:44:29Z, line 18,776 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 | Janice | Janice | Unchanged |
| Middle | K | K | Unchanged |
| Last name | Smith | Smith | Unchanged |
| Date of birth | 1961-08-04 | 1961-08-04 | Unchanged |
| Gender | Female·· | F | Parsed |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | •••-••-0122 | •••-••-0122 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 7340 Desert Sky Blvd | 7340 Desert Sky Blvd | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85721 | 85721 | Unchanged |
| Group | GRP-2170 | GRP-2170 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.82
- Name key
- janice|smith
- Address key
- 7340|desert sky|85721
- Canonical first
- janice
Quality flags
3 raised during normalisation
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-28768 | 1.00 | Scored | — | Auto-linked |
| ENR-139278 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027423
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Janice Smith, 1961-08-04, 3 records, Verified
Evidence
Matched against PRV-28768
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd1435c9e5f2026-10-22 12:43:54, scoring_agentidentity id MBR-027423, confidence 1, method probabilistic, matched record PRV-28768, policy version 1
- Record linked automatically8db5bb7e2f2026-10-19 19:54:38, scoring_agentidentity id MBR-027423, confidence 1, method probabilistic, matched record PRV-28768, policy version 1
- Record linked automaticallyf9ea9d1e312026-10-19 19:52:09, scoring_agentidentity id MBR-027423, confidence 1, method probabilistic, matched record PRV-28768, policy version 1
- Record linked automatically05368be7eb2026-10-19 19:45:42, scoring_agentidentity id MBR-027423, confidence 1, method probabilistic, matched record PRV-28768, policy version 1
- Record linked automaticallyfefa0d48112026-10-19 19:32:31, scoring_agentidentity id MBR-027423, confidence 1, method probabilistic, matched record PRV-28768, policy version 1
- Record linked automatically5a726d88d12026-10-19 19:31:28, matching_agentidentity id MBR-015817, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139542