Record, CLM, bronze and silver
CLM-403701
Received 2026-01-29T16:21:39Z, line 41,762 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 | Arthur | Arthur | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 06/05/1954 | 1954-06-05 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-8436 | •••-••-8436 | Unchanged |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 7943 Jefferson Ave·· | 7943 Jefferson Ave | Changed |
| City | ·Gilbert | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85217 | 85217 | Unchanged |
| Group | GRP-6569 | GRP-6569 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- arthur|little
- Address key
- 7943|jefferson|85217
- Canonical first
- arthur
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-104813 | 1.00 | Scored | — | Auto-linked |
| TPA-51607 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-403703 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-403702 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008687
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Little, 1954-06-05, 5 records, Verified
Evidence
Matched against ENR-104813
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyc5da3e801a2026-10-19 19:54:38, scoring_agentidentity id MBR-008687, confidence 1, method probabilistic, matched record ENR-104813, policy version 1
- Record linked automatically8d2dea66f72026-10-19 19:52:09, scoring_agentidentity id MBR-008687, confidence 1, method probabilistic, matched record ENR-104813, policy version 1
- Record linked automatically490a718f4a2026-10-19 19:45:42, scoring_agentidentity id MBR-008687, confidence 1, method probabilistic, matched record ENR-104813, policy version 1
- Record linked automatically21f34f85f22026-10-19 19:32:31, scoring_agentidentity id MBR-008687, confidence 1, method probabilistic, matched record ENR-104813, policy version 1