Record, CLM, bronze and silver
CLM-431419
Received 2026-07-07T14:56:49Z, line 90,514 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 | JOAN | Joan | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ELLIOTT·· | Elliott | Changed |
| Date of birth | 19830503 | 1983-05-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | ·N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 8888 CENTRAL AVENUE Apt 27 | 8888 Central Ave Apt 27 | Changed |
| City | ·Miami | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33158 | 33158 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- joan|elliott
- Address key
- 8888|central|33158
- Canonical first
- joan
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)
- 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
- 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-141243 | 1.00 | Scored | — | Auto-linked |
| CLM-431418 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016189
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joan Elliott, 1983-05-03, 3 records, Verified
Evidence
Matched against ENR-141243
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2b3e8066c82026-10-22 12:43:54, scoring_agentidentity id MBR-016189, confidence 1, method probabilistic, matched record ENR-141243, policy version 1
- Record linked automatically1412941fad2026-10-19 19:54:38, scoring_agentidentity id MBR-016189, confidence 1, method probabilistic, matched record ENR-141243, policy version 1
- Record linked automatically3629e636342026-10-19 19:52:09, scoring_agentidentity id MBR-016189, confidence 1, method probabilistic, matched record ENR-141243, policy version 1
- Record linked automaticallyc65d4243ce2026-10-19 19:45:42, scoring_agentidentity id MBR-016189, confidence 1, method probabilistic, matched record ENR-141243, policy version 1
- Record linked automatically1476768d9b2026-10-19 19:32:31, scoring_agentidentity id MBR-016189, confidence 1, method probabilistic, matched record ENR-141243, policy version 1