Record, CLM, bronze and silver
CLM-431800
Received 2026-01-25T10:14:58Z , line 11,220 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 | JUDY | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | BANKS | Banks | Changed |
| Date of birth | Oct 25, 1995 | 1995-10-25 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6291 Canyon Rd | 6291 Canyon Rd | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85204·· | 85204 | Changed |
| Group | GRP-4708 | GRP-4708 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.78
- Name key
- judy|banks
- Address key
- 6291|canyon|85204
- Canonical first
- judy
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-141720 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002493
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Banks, 1995-10-25, 2 records, Verified
Evidence
Matched against ENR-141720
| 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 automaticallyea446ae0172026-10-22 12:43:53, scoring_agentidentity id MBR-002493, confidence 1, method probabilistic, matched record ENR-141720, policy version 1
- Record linked automatically2e5cacc9332026-10-19 19:54:38, scoring_agentidentity id MBR-002493, confidence 1, method probabilistic, matched record ENR-141720, policy version 1
- Record linked automatically5fb27f72222026-10-19 19:52:08, scoring_agentidentity id MBR-002493, confidence 1, method probabilistic, matched record ENR-141720, policy version 1
- Record linked automatically7242c409442026-10-19 19:45:41, scoring_agentidentity id MBR-002493, confidence 1, method probabilistic, matched record ENR-141720, policy version 1
- Record linked automatically4b293b98142026-10-19 19:32:31, scoring_agentidentity id MBR-002493, confidence 1, method probabilistic, matched record ENR-141720, policy version 1
- Record linked automaticallyb6d4ce5f052026-10-19 19:31:28, matching_agentidentity id MBR-009790, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141985