Record, CLM, bronze and silver
CLM-418000
Received 2026-09-14T03:54:58Z, line 3,684 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 | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 19730728 | 1973-07-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2429 | •••-••-2429 | Unchanged |
| Phone | 2134738946 | 2134738946 | Unchanged |
| null | — | Cleared | |
| Address | 1360 RIVER RD | 1360 River Rd | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA·· | GA | Changed |
| ZIP | 30305 | 30305 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- hiroshi|little
- Address key
- 1360|river|30305
- Canonical first
- hiroshi
Quality flags
5 raised during normalisation
- 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-123677 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035620
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Hiroshi Little, 1973-07-28, 2 records, Verified
Evidence
Matched against ENR-123677
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automatically4031d8eb1f2026-10-19 19:54:39, matching_agentidentity id MBR-035620, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123677
- Record linked automatically2d1e7c20592026-10-19 19:52:09, matching_agentidentity id MBR-035620, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123677
- Record linked automaticallye3bd3327a92026-10-19 19:45:42, matching_agentidentity id MBR-035620, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123677
- Record linked automaticallyac4edb30ed2026-10-19 19:32:31, matching_agentidentity id MBR-035620, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123677
- Record linked automatically867de665412026-10-19 19:31:28, scoring_agentidentity id MBR-024792, confidence 1, method probabilistic, matched record ENR-123567, policy version 1