Record, CLM, bronze and silver
CLM-413772
Received 2026-08-13T03:43:52Z, line 36,025 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 | Smith, Nathan | Nathan | Changed |
| Middle | L | L | Unchanged |
| Last name | — | Smith | Changed |
| Date of birth | 01/13/67 | 1967-01-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 6572394061 | 6572394061 | Unchanged |
| — | — | Unchanged | |
| Address | 7425 Ridge Road·· | 7425 Ridge Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85215 | 85215 | Unchanged |
| Group | null | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.54
- Name key
- nathan|smith
- Address key
- 7425|ridge|85215
- Canonical first
- nathan
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| TPA-56050 | 1.00 | Scored | — | Auto-linked |
| ENR-117999 | 1.00 | Scored | — | Auto-linked |
| CLM-413771 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007887
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nathan Smith, 1967-01-13, 4 records, Verified
Evidence
Matched against TPA-56050
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyecaecf0c902026-10-22 12:43:54, scoring_agentidentity id MBR-007887, confidence 1, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automatically8b8bb206fc2026-10-19 19:54:38, scoring_agentidentity id MBR-007887, confidence 1, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automatically7163fb179d2026-10-19 19:52:09, scoring_agentidentity id MBR-007887, confidence 1, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automaticallya6de8eda5a2026-10-19 19:45:42, scoring_agentidentity id MBR-007887, confidence 1, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automatically0c8b56e4222026-10-19 19:32:31, scoring_agentidentity id MBR-007887, confidence 1, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automatically9c1ef9448f2026-10-19 19:31:28, scoring_agentidentity id MBR-025484, confidence 1, method probabilistic, matched record CLM-413769, policy version 1