Record, CLM, bronze and silver
CLM-421461
Received 2026-09-01T07:42:14Z, line 12,012 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 | Kelly, Juan·· | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Kelly | Changed |
| Date of birth | 1945-10-24 | 1945-10-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2604 | •••-••-2604 | Unchanged |
| Phone | 896-376-2803 | 8963762803 | Parsed |
| NULL | — | Cleared | |
| Address | 2386 Central Avenue Apt 30 | 2386 Central Ave Apt 30 | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85057 | 85057 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- juan|kelly
- Address key
- 2386|central|85057
- Canonical first
- juan
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-128109 | 1.00 | Scored | — | Auto-linked |
| CLM-421462 | 0.85 | Scored | — | Auto-linked |
| TPA-59442 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019800
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Kelly, 1945-10-24, 4 records, Verified
Evidence
Matched against ENR-128109
| 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 automatically4f550b52f32026-10-19 19:54:38, scoring_agentidentity id MBR-019800, confidence 1, method probabilistic, matched record ENR-128109, policy version 1
- Record linked automatically34843159a42026-10-19 19:52:09, scoring_agentidentity id MBR-019800, confidence 1, method probabilistic, matched record ENR-128109, policy version 1
- Record linked automatically90c3a97a592026-10-19 19:45:42, scoring_agentidentity id MBR-019800, confidence 1, method probabilistic, matched record ENR-128109, policy version 1
- Record linked automaticallyfd050b4f8c2026-10-19 19:32:31, scoring_agentidentity id MBR-019800, confidence 1, method probabilistic, matched record ENR-128109, policy version 1
- Record linked automatically2f49d50f922026-10-19 19:31:28, scoring_agentidentity id MBR-001361, confidence 1, method probabilistic, matched record PRV-26305, policy version 1