Record, CLM, bronze and silver
CLM-427612
Received 2026-01-13T23:32:55Z, line 19,725 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 | Keith, Banks | Banks | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Keith | Changed |
| Date of birth | 08/09/1985 | 1985-08-09 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2471 | •••-••-2471 | Unchanged |
| Phone | 7187738586 | 7187738586 | Unchanged |
| — | — | Unchanged | |
| Address | 6227 Park Place | 6227 Park Pl | Changed |
| City | CHARLOTTE | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28200-4558 | 28200 | Changed |
| Group | GRP-5683 | GRP-5683 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.36
- Name key
- banks|keith
- Address key
- 6227|park|28200
- Canonical first
- banks
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-136207 | 0.99 | Scored | — | Auto-linked |
| CLM-427613 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004130
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Keith Banks, 1985-08-09, 3 records, Verified
Evidence
Matched against ENR-136207
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically05898d0c742026-10-19 19:54:38, scoring_agentidentity id MBR-004130, confidence 0.987, method probabilistic, matched record ENR-136207, policy version 1
- Record linked automatically4576f2060f2026-10-19 19:52:08, scoring_agentidentity id MBR-004130, confidence 0.987, method probabilistic, matched record ENR-136207, policy version 1
- Record linked automatically2d19d5fffc2026-10-19 19:45:42, scoring_agentidentity id MBR-004130, confidence 0.987, method probabilistic, matched record ENR-136207, policy version 1
- Record linked automaticallyc9ce196ea02026-10-19 19:32:31, scoring_agentidentity id MBR-004130, confidence 0.987, method probabilistic, matched record ENR-136207, policy version 1
- Record linked automaticallye695a05c272026-10-19 19:31:28, matching_agentidentity id MBR-030281, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-136546