Record, CLM, bronze and silver
CLM-417866
Received 2026-03-27T23:04:57Z, line 50,375 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 | Maldonado, Jacqueline | Jacqueline | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Maldonado | Changed |
| Date of birth | 10/05/83 | 1983-10-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-29559-72 | UHC-29559-72 | Unchanged |
| SSN | •••-••-4569 | •••-••-4569 | Unchanged |
| Phone | 448-760-2518 | 4487602518 | Parsed |
| N/A | — | Cleared | |
| Address | 5838 Apache Boulevard | 5838 Apache Blvd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85300 | 85300 | Unchanged |
| Group | GRP-7803 | GRP-7803 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.52
- Name key
- jacqueline|maldonado
- Address key
- 5838|apache|85300
- Canonical first
- jacqueline
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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-123488 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417865 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022477
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jacqueline Maldonado, 1983-10-05, 3 records, Verified
Evidence
Matched against ENR-123488
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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
5 hash-chained entries for this record
- Record linked automatically1f3c677be92026-10-19 19:54:38, matching_agentidentity id MBR-022477, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123488
- Record linked automaticallye131d380fe2026-10-19 19:52:09, matching_agentidentity id MBR-022477, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123488
- Record linked automaticallyc0db8055232026-10-19 19:45:42, matching_agentidentity id MBR-022477, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123488
- Record linked automatically312a55400c2026-10-19 19:32:31, matching_agentidentity id MBR-022477, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123488
- Record linked automatically2cd66eb58b2026-10-19 19:31:28, matching_agentidentity id MBR-004576, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123388