Record, CLM, bronze and silver
CLM-423998
Received 2026-05-28T14:32:47Z, line 15,783 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 | Unchanged |
| Middle | ·L | L | Changed |
| Last name | Richards | Richards | Unchanged |
| Date of birth | 1983-06-28 | 1983-06-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-92254-86 | UHC-92254-86 | Unchanged |
| SSN | •••-••-8026 | •••-••-8026 | Unchanged |
| Phone | ·(383) 485-0609 | 3834850609 | Parsed |
| N/A | — | Cleared | |
| Address | 7748 Meadow Lane | 7748 Meadow Ln | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | Florida | FL | Changed |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- frank|richards
- Address key
- 7748|meadow|jacksonville
- Canonical first
- frank
Quality flags
7 raised during normalisation
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-423997 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131380 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131379 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423999 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004071
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Richards, 1983-06-28, 5 records, Verified
Evidence
Matched against ENR-131380
| 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 | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically6d976430542026-10-19 19:54:38, matching_agentidentity id MBR-004071, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131380
- Record linked automaticallye4821efc442026-10-19 19:52:08, matching_agentidentity id MBR-004071, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131380
- Record linked automaticallyf328d2a4412026-10-19 19:45:42, matching_agentidentity id MBR-004071, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131380
- Record linked automatically3985a2f4f42026-10-19 19:32:31, matching_agentidentity id MBR-004071, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131380
- Record linked automatically99281ea2d62026-10-19 19:31:28, scoring_agentidentity id MBR-031056, confidence 1, method probabilistic, matched record PRV-27086, policy version 1