Record, CLM, bronze and silver
CLM-427546
Received 2026-01-09T21:05:52Z, line 51,602 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 | JOE | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | HICKS | Hicks | Changed |
| Date of birth | 1963-10-13 | 1963-10-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| ·joe.hicks49@gmail.com | joe.hicks49@gmail.com | Changed | |
| Address | 3667 Meadow Ln | 3667 Meadow Ln | Unchanged |
| City | PHOENIX | Phoenix | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85003·· | 85003 | Changed |
| Group | — | — | Unchanged |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.76
- Name key
- joseph|hicks
- Address key
- 3667|meadow|85003
- Canonical first
- joseph
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- Plan code upper-casedPlan code upper-cased
- 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-136122 | 1.00 | Scored | — | Auto-linked |
| CLM-427545 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002840
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Hicks, 1963-10-13, 3 records, Verified
Evidence
Matched against ENR-136122
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallybac768bb7c2026-10-22 12:43:53, scoring_agentidentity id MBR-002840, confidence 1, method probabilistic, matched record ENR-136122, policy version 1
- Record linked automatically6f57b1da8a2026-10-19 19:54:38, scoring_agentidentity id MBR-002840, confidence 1, method probabilistic, matched record ENR-136122, policy version 1
- Record linked automatically8a434163da2026-10-19 19:52:08, scoring_agentidentity id MBR-002840, confidence 1, method probabilistic, matched record ENR-136122, policy version 1
- Record linked automatically71cb650b562026-10-19 19:45:41, scoring_agentidentity id MBR-002840, confidence 1, method probabilistic, matched record ENR-136122, policy version 1
- Record linked automatically0356f94e8a2026-10-19 19:32:31, scoring_agentidentity id MBR-002840, confidence 1, method probabilistic, matched record ENR-136122, policy version 1
- Record linked automatically26324add982026-10-19 19:31:28, scoring_agentidentity id MBR-030352, confidence 1, method probabilistic, matched record PRV-28074, policy version 1