Record, CLM , bronze and silver
CLM-426855
Received 2026-04-24T16:25:03Z, line 55,303 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Larry | Larry | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Singh·· | Singh | Changed |
| Date of birth | Jul 15, 2004 | 2004-07-15 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-55360-97 | UHC-55360-97 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 3589 Main Street | 3589 Main St | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | California | CA | Changed |
| ZIP | 90036 | 90036 | Unchanged |
| Group | GRP-5533 | GRP-5533 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- larry|singh
- Address key
- 3589|main|90036
- Canonical first
- larry
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 |
|---|---|---|---|---|
| TPA-61868 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426856 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135234 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135235 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426857 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009560
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Singh, 2004-07-15, 6 records, Verified
Evidence
Matched against CLM-426856
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically95016478e62026-10-19 19:54:38, matching_agentidentity id MBR-009560, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426856
- Record linked automatically4093c620702026-10-19 19:52:09, matching_agentidentity id MBR-009560, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426856
- Record linked automaticallyde3eed2a2c2026-10-19 19:45:42, matching_agentidentity id MBR-009560, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426856
- Record linked automaticallybb7b03b4542026-10-19 19:32:31, matching_agentidentity id MBR-009560, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426856
- Record linked automaticallyf10675b43d2026-10-19 19:31:28, matching_agentidentity id MBR-034145, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135507