Record, CLM, bronze and silver
CLM-428085
Received 2026-08-25T14:24:49Z, line 84,531 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 | Kelley | Kelley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arthur | Arthur | Unchanged |
| Date of birth | 04/25/1988 | 1988-04-25 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-28863-81 | UHC-28863-81 | Unchanged |
| SSN | •••-••-3972 | •••-••-3972 | Unchanged |
| Phone | 4378213411 | 4378213411 | Unchanged |
| ·· | — | Unchanged | |
| Address | 4444 Spring Street | 4444 Spring St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | ·85216 | 85216 | Changed |
| Group | ·GRP-9725 | GRP-9725 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- kelley|arthur
- Address key
- 4444|spring|85216
- Canonical first
- kelley
Quality flags
6 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-428086 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136821 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017577
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arthur Kelley, 1988-04-25, 3 records, Verified
Evidence
Matched against CLM-428086
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| 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 automatically8ebd72b80a2026-10-19 19:54:38, matching_agentidentity id MBR-017577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428086
- Record linked automaticallybdcfed34c32026-10-19 19:52:09, matching_agentidentity id MBR-017577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428086
- Record linked automatically70f770f93d2026-10-19 19:45:42, matching_agentidentity id MBR-017577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428086
- Record linked automatically262fd7dcd62026-10-19 19:32:31, matching_agentidentity id MBR-017577, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428086
- Record linked automaticallyec0c9e6f462026-10-19 19:31:28, scoring_agentidentity id MBR-030971, confidence 1, method probabilistic, matched record CLM-428084, policy version 1