Record, CLM, bronze and silver
CLM-416640
Received 2026-07-18T20:59:00Z, line 6,987 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 | ·Ruiz, Ralph | Ralph | Changed |
| Middle | Q | Q | Unchanged |
| Last name | — | Ruiz | Changed |
| Date of birth | 1954-06-03 | 1954-06-03 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 368-826-4206 | 3688264206 | Parsed |
| null | — | Cleared | |
| Address | ·777 Lake View Rd | 777 Lake View Rd | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93760 | 93760 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- ralph|ruiz
- Address key
- 777|lake view|93760
- Canonical first
- ralph
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-416639 | 1.00 | Scored | — | Auto-linked |
| TPA-57316 | 0.98 | Scored | — | Auto-linked |
| ENR-121852 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017033
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Ruiz, 1954-06-03, 4 records, Verified
Evidence
Matched against CLM-416639
| 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 automatically4bf93f32df2026-10-19 19:54:38, scoring_agentidentity id MBR-017033, confidence 1, method probabilistic, matched record CLM-416639, policy version 1
- Record linked automatically4fdd4bb2912026-10-19 19:52:09, scoring_agentidentity id MBR-017033, confidence 1, method probabilistic, matched record CLM-416639, policy version 1
- Record linked automaticallyf507d42aab2026-10-19 19:45:42, scoring_agentidentity id MBR-017033, confidence 1, method probabilistic, matched record CLM-416639, policy version 1
- Record linked automaticallyeeb55168602026-10-19 19:32:31, scoring_agentidentity id MBR-017033, confidence 1, method probabilistic, matched record CLM-416639, policy version 1
- Record linked automaticallybffe8eaddd2026-10-19 19:31:28, matching_agentidentity id MBR-005444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416638