Record, CLM , bronze and silver
CLM-400809
Received 2026-09-23T21:57:11Z, line 24,613 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Sooto, Kathleen | Kathleen | Changed |
| Middle | S | S | Unchanged |
| Last name | — | Sooto | Changed |
| Date of birth | Oct 26, 1939·· | 1939-10-26 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | uhc-10461-05 | UHC-10461-05 | Parsed |
| SSN | •••-••-0075 | •••-••-0075 | Unchanged |
| Phone | (843) 970-4719 | 8439704719 | Parsed |
| kathleen.soto91@outlook.com | kathleen.soto91@outlook.com | Unchanged | |
| Address | 7986 Oak St | 7986 Oak St | Unchanged |
| City | ·San Antonio | San Antonio | Changed |
| State | tx | TX | Changed |
| ZIP | 78293 | 78293 | Unchanged |
| Group | GRP-4307 | GRP-4307 | Unchanged |
| Plan | ·NULL | — | Cleared |
- Quality score
- 0.74
- Name key
- kathleen|sooto
- Address key
- 7986|oak|78293
- Canonical first
- kathleen
Quality flags
7 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- State code upper-casedTwo-letter state code upper-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 |
|---|---|---|---|---|
| CLM-400808 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50378 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037697
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kathleen Soto, 1939-10-26, 3 records, Verified
Evidence
Matched against CLM-400808
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallybc033f806e2026-10-19 19:54:39, matching_agentidentity id MBR-037697, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400808
- Record linked automatically87e81d23442026-10-19 19:52:09, matching_agentidentity id MBR-037697, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400808
- Record linked automaticallyeb80fcedf32026-10-19 19:45:42, matching_agentidentity id MBR-037697, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400808
- Record linked automaticallyf16732f1e62026-10-19 19:32:31, matching_agentidentity id MBR-037697, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400808
- Record linked automaticallybf9a9be0412026-10-19 19:31:28, scoring_agentidentity id MBR-002005, confidence 0.925, method probabilistic, matched record ENR-101127, policy version 1