Record, CLM, bronze and silver
CLM-431859
Received 2026-06-05T02:19:47Z, line 58,982 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 | Randy | Randy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Rss | Rss | Unchanged |
| Date of birth | 1940-01-07 | 1940-01-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-3866 | •••-••-3866 | Unchanged |
| Phone | 317-448-7162·· | 3174487162 | Parsed |
| randy.ross78@yahoo.com | randy.ross78@yahoo.com | Unchanged | |
| Address | 728 SPRING ST | 728 Spring St | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32893-4510·· | 32893 | Changed |
| Group | GRP-3033 | GRP-3033 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- randy|rss
- Address key
- 728|spring|32893
- Canonical first
- randy
Quality flags
6 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-431860 | 0.99 | Scored | — | Auto-linked |
| PRV-29314 | 0.99 | Scored | — | Auto-linked |
| ENR-141815 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014497
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Randy Ross, 1940-01-07, 4 records, Verified
Evidence
Matched against PRV-29314
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically22daa154ee2026-10-22 12:43:54, scoring_agentidentity id MBR-014497, confidence 0.986, method probabilistic, matched record PRV-29314, policy version 1
- Record linked automatically8757cee2592026-10-19 19:54:38, scoring_agentidentity id MBR-014497, confidence 0.986, method probabilistic, matched record PRV-29314, policy version 1
- Record linked automaticallyf5cb3ae3be2026-10-19 19:52:09, scoring_agentidentity id MBR-014497, confidence 0.986, method probabilistic, matched record PRV-29314, policy version 1
- Record linked automaticallycb541bf57f2026-10-19 19:45:42, scoring_agentidentity id MBR-014497, confidence 0.986, method probabilistic, matched record PRV-29314, policy version 1
- Record linked automatically808497f6bf2026-10-19 19:32:31, scoring_agentidentity id MBR-014497, confidence 0.986, method probabilistic, matched record PRV-29314, policy version 1
- Record linked automatically8db470150b2026-10-19 19:31:28, matching_agentidentity id MBR-014416, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142051