Record, CLM, bronze and silver
CLM-428084
Received 2026-08-30T14:49:19Z, line 94,571 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 | FRANK | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDSON | Richardson | Changed |
| Date of birth | 1994-10-21 | 1994-10-21 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-73768-87 | UHC-73768-87 | Unchanged |
| SSN | •••-••-3928 | •••-••-3928 | Unchanged |
| Phone | (477) 983-0364 | 4779830364 | Parsed |
| NULL | — | Cleared | |
| Address | 557 Meadow Lane | 557 Meadow Ln | Changed |
| City | AUSTIN·· | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78796 | 78796 | Unchanged |
| Group | GRP-5163 | GRP-5163 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- frank|richardson
- Address key
- 557|meadow|78796
- Canonical first
- frank
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-136820 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041427
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Richardson, 1994-10-21, 2 records, Verified
Evidence
Matched against ENR-136820
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically16a65e8c992026-10-22 12:43:55, matching_agentidentity id MBR-041427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136820
- Record linked automaticallyd46e8c14092026-10-19 19:54:39, matching_agentidentity id MBR-041427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136820
- Record linked automatically6161486d362026-10-19 19:52:09, matching_agentidentity id MBR-041427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136820
- Record linked automatically644a345fc02026-10-19 19:45:42, matching_agentidentity id MBR-041427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136820
- Record linked automaticallyb176ea71322026-10-19 19:32:31, matching_agentidentity id MBR-041427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136820
- Record linked automaticallyf7581d532d2026-10-19 19:31:28, scoring_agentidentity id MBR-030971, confidence 1, method probabilistic, matched record CLM-428085, policy version 1