Record, ENR, bronze and silver
ENR-123488
Received 2026-08-08T03:53:06Z, line 29,767 of the ENR feed
ENRRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Jacqueline, Maldonado | Maldonado | Changed |
| Middle | C. | C | Changed |
| Last name | ·· | Jacqueline | Changed |
| Date of birth | 19831005 | 1983-10-05 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | ·UHC2955972 | UHC-29559-72 | Parsed |
| SSN | •••-••-4569 | •••-••-4569 | Unchanged |
| Phone | 14487602518 | 4487602518 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5838 Apache Blvd | 5838 Apache Blvd | Unchanged |
| City | ·Glendale | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85300 | 85300 | Unchanged |
| Group | GRP-7803 | GRP-7803 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- maldonado|jacqueline
- Address key
- 5838|apache|85300
- Canonical first
- maldonado
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
- 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
- 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-417866 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417865 | 0.98 | Scored | — | 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 CLM-417866
| 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 automatically3cda60d4702026-10-19 19:54:38, matching_agentidentity id MBR-022477, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417866
- Record linked automatically5f3c58b1412026-10-19 19:52:09, matching_agentidentity id MBR-022477, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417866
- Record linked automatically4f0084c2a62026-10-19 19:45:42, matching_agentidentity id MBR-022477, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417866
- Record linked automaticallyb599eb36562026-10-19 19:32:31, matching_agentidentity id MBR-022477, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417866
- Record linked automatically973cef23302026-10-19 19:31:28, scoring_agentidentity id MBR-035638, confidence 1, method probabilistic, matched record TPA-57844, policy version 1