Record, CLM, bronze and silver
CLM-410812
Received 2026-04-17T06:16:49Z, line 41,183 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 | Arjun | Arjun | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Russell | Russell | Unchanged |
| Date of birth | 03/14/1979 | 1979-03-14 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-27441-79 | UHC-27441-79 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·3103085135 | 3103085135 | Parsed |
| — | — | Unchanged | |
| Address | null | — | Cleared |
| City | null | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-4869 | GRP-4869 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.80
- Name key
- arjun|russell
- Address key
- —
- Canonical first
- arjun
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-410813 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026289
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Arjun Russell, 1978-03-14, 2 records, Verified
Evidence
Matched against CLM-410813
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyab85e996372026-10-22 12:43:54, matching_agentidentity id MBR-026289, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-410813
- Record linked automaticallyc86b73f1fd2026-10-19 19:54:38, matching_agentidentity id MBR-026289, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-410813
- Record linked automatically216cc83ff72026-10-19 19:52:09, matching_agentidentity id MBR-026289, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-410813
- Record linked automaticallyebc70c950d2026-10-19 19:45:42, matching_agentidentity id MBR-026289, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-410813
- Record linked automaticallyfa9c1a542f2026-10-19 19:32:31, matching_agentidentity id MBR-026289, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-410813
- Record linked automatically531a68aa4f2026-10-19 19:31:28, scoring_agentidentity id MBR-039209, confidence 1, method probabilistic, matched record CLM-410811, policy version 1