Record, CLM, bronze and silver
CLM-406027
Received 2026-09-17T02:26:10Z, line 5,641 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 | ·Sandoval, Douglas | Douglas | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sandoval | Changed |
| Date of birth | 15-06-2006 | 2006-06-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| DOUGLAS.SANDOVAL@OUTLOOK.COM | douglas.sandoval@outlook.com | Changed | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-9372 | GRP-9372 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- douglas|sandoval
- Address key
- —
- Canonical first
- douglas
Quality flags
5 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)
- Email lower-casedEmail lower-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-107946 | 1.00 | Scored | — | Auto-linked |
| CLM-406028 | 0.83 | Scored | — | Sent to steward |
| TPA-52680 | 0.83 | Scored | — | Sent to steward |
| CLM-406029 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012088
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Douglas Sandoval, 2006-06-15, 4 records, Verified
Evidence
Matched against ENR-107946
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf80421e48e2026-10-19 19:54:38, scoring_agentidentity id MBR-012088, confidence 1, method probabilistic, matched record ENR-107946, policy version 1
- Record linked automatically0ec1cc38312026-10-19 19:52:09, scoring_agentidentity id MBR-012088, confidence 1, method probabilistic, matched record ENR-107946, policy version 1
- Record linked automatically831a9362212026-10-19 19:45:42, scoring_agentidentity id MBR-012088, confidence 1, method probabilistic, matched record ENR-107946, policy version 1
- Record linked automatically8aace0fa6b2026-10-19 19:32:31, scoring_agentidentity id MBR-012088, confidence 1, method probabilistic, matched record ENR-107946, policy version 1
- Record linked automatically2d14bba78d2026-10-19 19:31:28, matching_agentidentity id MBR-006178, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107896