Record, CLM, bronze and silver
CLM-400813
Received 2026-01-01T17:26:40Z, line 44,359 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | hiroshi | Hiroshi | Changed |
| Middle | X | X | Unchanged |
| Last name | armstrong | Armstrong | Changed |
| Date of birth | 19521013 | 1952-10-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-54673-76 | UHC-54673-76 | Unchanged |
| SSN | •••-••-1872 | •••-••-1872 | Unchanged |
| Phone | 502-226-1479 | 5022261479 | Parsed |
| — | — | Unchanged | |
| Address | 9809 Lincoln Way | 9809 Lincoln Way | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85299 | 85299 | Unchanged |
| Group | GRP-1322 | GRP-1322 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- hiroshi|armstrong
- Address key
- 9809|lincoln|85299
- Canonical first
- hiroshi
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-101078 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-400812 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-101079 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000212
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Hiroshi Armstrong, 1952-11-03, 4 records, Verified
Evidence
Matched against ENR-101078
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically15fd6b07052026-10-19 19:54:38, matching_agentidentity id MBR-000212, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101078
- Record linked automaticallya66dffecd72026-10-19 19:52:08, matching_agentidentity id MBR-000212, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101078
- Record linked automatically7e30b541622026-10-19 19:45:41, matching_agentidentity id MBR-000212, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101078
- Record linked automatically5884adffc22026-10-19 19:32:30, matching_agentidentity id MBR-000212, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101078
- Record linked automatically4c979a35172026-10-19 19:31:28, scoring_agentidentity id MBR-014802, confidence 0.997, method probabilistic, matched record CLM-400812, policy version 1