Record, CLM, bronze and silver
CLM-414184
Received 2026-06-08T20:23:52Z, line 83,261 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 | JOSEPH | Joseph | Changed |
| Middle | — | — | Unchanged |
| Last name | ·BANKS | Banks | Changed |
| Date of birth | Feb 6, 1993 | 1993-02-06 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 5165130541 | 5165130541 | Unchanged |
| ·· | — | Unchanged | |
| Address | 2498 HARBOR BLVD | 2498 Harbor Blvd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85208 | 85208 | Unchanged |
| Group | GRP-6760 | GRP-6760 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- joseph|banks
- Address key
- 2498|harbor|85208
- Canonical first
- joseph
Quality flags
6 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)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| ENR-118591 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024913
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joseph Banks, 1993-02-06, 2 records, Verified
Evidence
Matched against ENR-118591
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5d37fb3fd62026-10-22 12:43:54, scoring_agentidentity id MBR-024913, confidence 1, method probabilistic, matched record ENR-118591, policy version 1
- Record linked automatically101258c1472026-10-19 19:54:38, scoring_agentidentity id MBR-024913, confidence 1, method probabilistic, matched record ENR-118591, policy version 1
- Record linked automaticallye502a738552026-10-19 19:52:09, scoring_agentidentity id MBR-024913, confidence 1, method probabilistic, matched record ENR-118591, policy version 1
- Record linked automatically8aa74e6ebf2026-10-19 19:45:42, scoring_agentidentity id MBR-024913, confidence 1, method probabilistic, matched record ENR-118591, policy version 1
- Record linked automatically0c87de5c732026-10-19 19:32:31, scoring_agentidentity id MBR-024913, confidence 1, method probabilistic, matched record ENR-118591, policy version 1
- Record linked automatically57bc01a8872026-10-19 19:31:28, matching_agentidentity id MBR-028768, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118623