Record, CLM, bronze and silver
CLM-416486
Received 2026-02-28T03:23:02Z, line 92,242 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, Olivia | Olivia | Changed |
| Middle | W | W | Unchanged |
| Last name | ···· | Maldonado | Changed |
| Date of birth | 02-04-1959 | 1959-04-02 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-73748-47 | UHC-73748-47 | Unchanged |
| SSN | NULL·· | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN·· | — | Cleared | |
| Address | 3376 Washington St | 3376 Washington St | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85285 | 85285 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- olivia|maldonado
- Address key
- 3376|washington|85285
- Canonical first
- olivia
Quality flags
5 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)
- 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-121647 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57231 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016418
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Olivia Maldonado, 1959-04-02, 2 records, Verified
Evidence
Matched against ENR-121647
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye4940c2ead2026-10-22 12:43:54, matching_agentidentity id MBR-016418, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121647
- Record linked automatically679385c5922026-10-19 19:54:38, matching_agentidentity id MBR-016418, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121647
- Record linked automatically4743d1b1162026-10-19 19:52:09, matching_agentidentity id MBR-016418, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121647
- Record linked automatically1a5b0e65b22026-10-19 19:45:42, matching_agentidentity id MBR-016418, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121647
- Record linked automatically9459a2506a2026-10-19 19:32:31, matching_agentidentity id MBR-016418, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121647
- Record linked automaticallyd44e2135532026-10-19 19:31:28, scoring_agentidentity id MBR-034502, confidence 0.996, method probabilistic, matched record CLM-416487, policy version 1