Record, CLM, bronze and silver
CLM-414596
Received 2026-03-29T16:49:34Z, line 14,251 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | SEAN | Sean | Changed |
| Middle | N. | N | Changed |
| Last name | SANDOVAL | Sandoval | Changed |
| Date of birth | 1955-05-28 | 1955-05-28 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | ·uhc-11554-69 | UHC-11554-69 | Parsed |
| SSN | •••-••-1024 | •••-••-1024 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 8736 Harbor Boulevard | 8736 Harbor Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85203-3228 | 85203 | Changed |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- sean|sandoval
- Address key
- 8736|harbor|85203
- Canonical first
- sean
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-414597 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119237 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019033
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sean Sandoval, 1955-05-28, 3 records, Verified
Evidence
Matched against ENR-119237
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automaticallyefdb4d26ea2026-10-22 12:43:54, matching_agentidentity id MBR-019033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119237
- Record linked automaticallybeb19086af2026-10-19 19:54:38, matching_agentidentity id MBR-019033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119237
- Record linked automaticallyd05a2396f42026-10-19 19:52:09, matching_agentidentity id MBR-019033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119237
- Record linked automatically15019a17802026-10-19 19:45:42, matching_agentidentity id MBR-019033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119237
- Record linked automaticallyd6db9812352026-10-19 19:32:31, matching_agentidentity id MBR-019033, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119237
- Record linked automatically5fb946c4622026-10-19 19:31:28, scoring_agentidentity id MBR-039132, confidence 1, method probabilistic, matched record ENR-119131, policy version 1