Record, CLM, bronze and silver
CLM-400563
Received 2026-10-10T10:25:47Z, line 77,004 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 | HUGHES | Hughes | Changed |
| Date of birth | 19950925 | 1995-09-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-32299-75 | UHC-32299-75 | Unchanged |
| SSN | •••-••-9892 | •••-••-9892 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 9134 Canyon Road | 9134 Canyon Rd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37280 | 37280 | Unchanged |
| Group | GRP-4167 | GRP-4167 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- arjun|hughes
- Address key
- 9134|canyon|37280
- Canonical first
- arjun
Quality flags
5 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)
- 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
- 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-400562 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100764 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037524
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Hughes, 1995-09-25, 3 records, Verified
Evidence
Matched against CLM-400562
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically84cc52113e2026-10-19 19:54:39, matching_agentidentity id MBR-037524, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400562
- Record linked automatically980a97a6662026-10-19 19:52:09, matching_agentidentity id MBR-037524, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400562
- Record linked automaticallyde55e1746f2026-10-19 19:45:42, matching_agentidentity id MBR-037524, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400562
- Record linked automatically8f79f0160d2026-10-19 19:32:31, matching_agentidentity id MBR-037524, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400562
- Record linked automatically68866774b62026-10-19 19:31:28, matching_agentidentity id MBR-040840, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100842