Record, CLM, bronze and silver
CLM-412053
Received 2026-03-31T00:29:49Z, line 25,004 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 | Stephen·· | Stephen | Changed |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 1979-08-17 | 1979-08-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC4787757 | UHC-47877-57 | Parsed |
| SSN | •••-••-8648 | •••-••-8648 | Unchanged |
| Phone | (598) 332-0920 | 5983320920 | Parsed |
| null | — | Cleared | |
| Address | 3946 Pine Dr | 3946 Pine Dr | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85748 | 85748 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- stephen|espinoza
- Address key
- 3946|pine|85748
- Canonical first
- stephen
Quality flags
4 raised during normalisation
- 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
- 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-412054 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-115877 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023108
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Stephen Espinoza, 1979-08-17, 3 records, Verified
Evidence
Matched against CLM-412054
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically47102f1fbf2026-10-22 12:43:54, matching_agentidentity id MBR-023108, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412054
- Record linked automatically21b52860a62026-10-19 19:54:38, matching_agentidentity id MBR-023108, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412054
- Record linked automatically1acdb1852b2026-10-19 19:52:09, matching_agentidentity id MBR-023108, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412054
- Record linked automatically8953db77ab2026-10-19 19:45:42, matching_agentidentity id MBR-023108, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412054
- Record linked automaticallya911c4f1232026-10-19 19:32:31, matching_agentidentity id MBR-023108, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412054
- Record linked automaticallybd0c4deaa02026-10-19 19:31:28, scoring_agentidentity id MBR-028773, confidence 1, method probabilistic, matched record TPA-55341, policy version 1