Record, CLM, bronze and silver
CLM-423999
Received 2026-01-13T19:29:57Z, line 23,797 of the CLM feed
CLMScored
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 | RICHARDS | Richards | Changed |
| Date of birth | 28-06-1983·· | 1983-06-28 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8026 | •••-••-8026 | Unchanged |
| Phone | 3834850609 | 3834850609 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 7748 MEADOW LANE·· | 7748 Meadow Ln | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | ·Florida | FL | Changed |
| ZIP | 32201 | 32201 | Unchanged |
| Group | GRP-2957 | GRP-2957 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- frank|richards
- Address key
- 7748|meadow|32201
- Canonical first
- frank
Quality flags
7 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
- 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 |
|---|---|---|---|---|
| CLM-423997 | 1.00 | Scored | — | Auto-linked |
| ENR-131380 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-131379 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-423998 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004071
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Richards, 1983-06-28, 5 records, Verified
Evidence
Matched against CLM-423997
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfbac5740042026-10-19 19:54:38, scoring_agentidentity id MBR-004071, confidence 1, method probabilistic, matched record CLM-423997, policy version 1
- Record linked automatically345c69c3832026-10-19 19:52:08, scoring_agentidentity id MBR-004071, confidence 1, method probabilistic, matched record CLM-423997, policy version 1
- Record linked automatically184234dc3e2026-10-19 19:45:42, scoring_agentidentity id MBR-004071, confidence 1, method probabilistic, matched record CLM-423997, policy version 1
- Record linked automaticallybf241012212026-10-19 19:32:31, scoring_agentidentity id MBR-004071, confidence 1, method probabilistic, matched record CLM-423997, policy version 1
- Record linked automatically7976ff87f62026-10-19 19:31:28, scoring_agentidentity id MBR-031056, confidence 1, method probabilistic, matched record CLM-423998, policy version 1