Record, CLM, bronze and silver
CLM-409363
Received 2026-01-18T16:27:33Z, line 13,253 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 | SANDRA | Sandra | Changed |
| Middle | I | I | Unchanged |
| Last name | SANDOVAL | Sandoval | Changed |
| Date of birth | 1973-09-20 | 1973-09-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC7734346 | UHC-77343-46 | Parsed |
| SSN | •••-••-8593 | •••-••-8593 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 3146 Indian School Road | 3146 Indian School Rd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85793 | 85793 | Unchanged |
| Group | GRP-0927 | GRP-0927 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- sandra|sandoval
- Address key
- 3146|indian school|85793
- Canonical first
- sandra
Quality flags
6 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
- 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-112322 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005550
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sandra Sandoval, 1973-09-20, 2 records, Verified
Evidence
Matched against ENR-112322
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyde675f99732026-10-22 12:43:53, matching_agentidentity id MBR-005550, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112322
- Record linked automatically6500fc68f02026-10-19 19:54:38, matching_agentidentity id MBR-005550, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112322
- Record linked automaticallyc9282aa68c2026-10-19 19:52:08, matching_agentidentity id MBR-005550, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112322
- Record linked automaticallyfba6612aec2026-10-19 19:45:42, matching_agentidentity id MBR-005550, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112322
- Record linked automatically17f6b542092026-10-19 19:32:31, matching_agentidentity id MBR-005550, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112322
- Record linked automatically3643dc0a9b2026-10-19 19:31:28, scoring_agentidentity id MBR-009276, confidence 0.984, method probabilistic, matched record PRV-22785, policy version 1