Record, CLM, bronze and silver
CLM-416624
Received 2026-07-16T07:30:26Z, line 30,009 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 | Vargas, Dennis | Dennis | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Vargas | Changed |
| Date of birth | 16-05-1944 | 1944-05-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-1536 | •••-••-1536 | Unchanged |
| Phone | (722) 599-1475 | 7225991475 | Parsed |
| -·· | — | Cleared | |
| Address | 5789 Elm St #203 | 5789 Elm St # 203 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85297-7504 | 85297 | Changed |
| Group | GRP-2941 | GRP-2941 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- dennis|vargas
- Address key
- 5789|elm|85297
- Canonical first
- dennis
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-121842 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001650
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Dennis Vargas, 1944-05-16, 2 records, Verified
Evidence
Matched against ENR-121842
| 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 automatically4d19afb37a2026-10-19 19:54:38, scoring_agentidentity id MBR-001650, confidence 1, method probabilistic, matched record ENR-121842, policy version 1
- Record linked automatically2b3a5276ca2026-10-19 19:52:08, scoring_agentidentity id MBR-001650, confidence 1, method probabilistic, matched record ENR-121842, policy version 1
- Record linked automatically4374cc88f82026-10-19 19:45:41, scoring_agentidentity id MBR-001650, confidence 1, method probabilistic, matched record ENR-121842, policy version 1
- Record linked automatically3f969917c22026-10-19 19:32:31, scoring_agentidentity id MBR-001650, confidence 1, method probabilistic, matched record ENR-121842, policy version 1
- Record linked automatically7ff1bb49422026-10-19 19:31:28, scoring_agentidentity id MBR-025224, confidence 1, method probabilistic, matched record ENR-121780, policy version 1