Record, CLM, bronze and silver
CLM-422780
Received 2026-10-04T19:42:46Z, line 4,212 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 | Armstrong, Kimberly | Kimberly | Changed |
| Middle | ···· | — | Unchanged |
| Last name | ·· | Armstrong | Changed |
| Date of birth | 4/8/1958 | 1958-04-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-44215-61 | UHC-44215-61 | Unchanged |
| SSN | •••-••-5535 | •••-••-5535 | Parsed |
| Phone | (357) 859-3661 | 3578593661 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 1214 Palm Dr | 1214 Palm Dr | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85739 | 85739 | Unchanged |
| Group | GRP-6267 | GRP-6267 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- kimberly|armstrong
- Address key
- 1214|palm|85739
- Canonical first
- kimberly
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-129813 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129812 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023343
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kimberly Armstrong, 1958-04-08, 3 records, Verified
Evidence
Matched against ENR-129813
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automatically361e509cdb2026-10-19 19:54:38, matching_agentidentity id MBR-023343, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129813
- Record linked automaticallyd4190fbabf2026-10-19 19:52:09, matching_agentidentity id MBR-023343, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129813
- Record linked automatically813a6f9b072026-10-19 19:45:42, matching_agentidentity id MBR-023343, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129813
- Record linked automatically0da0414dd82026-10-19 19:32:31, matching_agentidentity id MBR-023343, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129813
- Record linked automatically9260422ff52026-10-19 19:31:28, matching_agentidentity id MBR-018975, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129974