Record, CLM, bronze and silver
CLM-423652
Received 2026-06-30T09:14:30Z, line 57,464 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 | David A | David | Changed |
| Middle | — | A | Changed |
| Last name | ·Long | Long | Changed |
| Date of birth | 04/07/66 | 1966-04-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-02750-47 | UHC-02750-47 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | NULL | — | Cleared |
| DAVID.LONG@YAHOO.COM | david.long@yahoo.com | Changed | |
| Address | 5155 Maple Ave | 5155 Maple Ave | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85240-5520 | 85240 | Changed |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- david|long
- Address key
- 5155|maple|85240
- Canonical first
- david
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Email lower-casedEmail lower-cased
- 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-423653 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60418 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130941 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130942 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020843
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: David Long, 1966-04-07, 5 records, Verified
Evidence
Matched against ENR-130941
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically83970e583a2026-10-19 19:54:38, matching_agentidentity id MBR-020843, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130941
- Record linked automatically26397748892026-10-19 19:52:09, matching_agentidentity id MBR-020843, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130941
- Record linked automatically5b6ae040732026-10-19 19:45:42, matching_agentidentity id MBR-020843, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130941
- Record linked automatically1105884e552026-10-19 19:32:31, matching_agentidentity id MBR-020843, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130941
- Record linked automaticallyc484cce1072026-10-19 19:31:28, matching_agentidentity id MBR-010500, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131139