Record, CLM, bronze and silver
CLM-409257
Received 2026-07-30T00:35:17Z, line 92,476 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 | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ELLIOTT·· | Elliott | Changed |
| Date of birth | 06/07/1997 | 1997-06-07 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | UHC-67426-37 | UHC-67426-37 | Unchanged |
| SSN | •••-••-5003 | •••-••-5003 | Parsed |
| Phone | 579.759.3513 | 5797593513 | Parsed |
| NULL | — | Cleared | |
| Address | 6148 Grand Avenue | 6148 Grand Ave | Changed |
| City | ·Tampa | Tampa | Changed |
| State | Florida | FL | Changed |
| ZIP | 33654 | 33654 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.60
- Name key
- arjun|elliott
- Address key
- 6148|grand|33654
- Canonical first
- arjun
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| PRV-22703 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112187 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54020 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409256 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003232
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Elliott, 1997-06-07, 5 records, Verified
Evidence
Matched against TPA-54020
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically0aa8b47ecd2026-10-19 19:54:38, matching_agentidentity id MBR-003232, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54020
- Record linked automatically023421e4102026-10-19 19:52:08, matching_agentidentity id MBR-003232, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54020
- Record linked automatically50252583842026-10-19 19:45:41, matching_agentidentity id MBR-003232, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54020
- Record linked automatically51d4e1b37c2026-10-19 19:32:31, matching_agentidentity id MBR-003232, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54020
- Record linked automaticallyec6ada256a2026-10-19 19:31:28, scoring_agentidentity id MBR-002353, confidence 1, method probabilistic, matched record TPA-54126, policy version 1