Record, CLM, bronze and silver
CLM-415012
Received 2026-02-12T15:59:53Z, line 4,491 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 | ·Soto, Walter | Walter | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Soto | Changed |
| Date of birth | 1956-03-07 | 1956-03-07 | Unchanged |
| Gender | Female·· | F | Parsed |
| Member ID | ·UHC2471851 | UHC-24718-51 | Parsed |
| SSN | •••-••-6714 | •••-••-6714 | Unchanged |
| Phone | (904) 814-8344 | 9048148344 | Parsed |
| NULL | — | Cleared | |
| Address | - | — | Cleared |
| City | ·· | — | Unchanged |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-9253 | GRP-9253 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- walter|soto
- Address key
- —
- Canonical first
- walter
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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| ENR-119758 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415011 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012546
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Walter Soto, 1956-03-07, 3 records, Verified
Evidence
Matched against ENR-119758
| 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 |
Audit
5 hash-chained entries for this record
- Record linked automaticallydb32e069d52026-10-19 19:54:38, matching_agentidentity id MBR-012546, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119758
- Record linked automatically03624f7afb2026-10-19 19:52:09, matching_agentidentity id MBR-012546, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119758
- Record linked automatically0de3c30eed2026-10-19 19:45:42, matching_agentidentity id MBR-012546, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119758
- Record linked automatically04acd080512026-10-19 19:32:31, matching_agentidentity id MBR-012546, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119758
- Record linked automaticallya8e70988572026-10-19 19:31:28, scoring_agentidentity id MBR-024104, confidence 1, method probabilistic, matched record CLM-415011, policy version 1