Record, CLM, bronze and silver
CLM-431860
Received 2026-06-13T07:17:53Z, line 40,131 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 | ·Z | Z | Changed |
| Last name | Ross | Ross | Unchanged |
| Date of birth | 1940-01-07 | 1940-01-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | +1 317 448 7162 | 3174487162 | Parsed |
| — | — | Unchanged | |
| Address | 728 SPRING STREET Apt 28 | 728 Spring St Apt 28 | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32893 | 32893 | Unchanged |
| Group | GRP-3033 | GRP-3033 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- randy|ross
- Address key
- 728|spring|32893
- Canonical first
- randy
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-141815 | 1.00 | Scored | — | Auto-linked |
| PRV-29314 | 1.00 | Scored | — | Auto-linked |
| CLM-431859 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014497
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Ross, 1940-01-07, 4 records, Verified
Evidence
Matched against ENR-141815
| 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
6 hash-chained entries for this record
- Record linked automatically76a6a702432026-10-22 12:43:54, scoring_agentidentity id MBR-014497, confidence 1, method probabilistic, matched record ENR-141815, policy version 1
- Record linked automaticallyfcdf09b6cd2026-10-19 19:54:38, scoring_agentidentity id MBR-014497, confidence 1, method probabilistic, matched record ENR-141815, policy version 1
- Record linked automaticallya2d49b560e2026-10-19 19:52:09, scoring_agentidentity id MBR-014497, confidence 1, method probabilistic, matched record ENR-141815, policy version 1
- Record linked automaticallydf4efeb7092026-10-19 19:45:42, scoring_agentidentity id MBR-014497, confidence 1, method probabilistic, matched record ENR-141815, policy version 1
- Record linked automatically1a52df7c162026-10-19 19:32:31, scoring_agentidentity id MBR-014497, confidence 1, method probabilistic, matched record ENR-141815, policy version 1
- Record linked automaticallya73c682fe82026-10-19 19:31:28, scoring_agentidentity id MBR-007159, confidence 1, method probabilistic, matched record TPA-63949, policy version 1