Record, CLM, bronze and silver
CLM-402383
Received 2026-04-29T14:37:00Z, line 3,028 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 | Boyd, Heather | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Boyd | Changed |
| Date of birth | 10/26/1954 | 1954-10-26 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-21223-18 | UHC-21223-18 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 4167 Ridge Rd | 4167 Ridge Rd | Unchanged |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | ·55492 | 55492 | Changed |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- heather|boyd
- Address key
- 4167|ridge|55492
- Canonical first
- heather
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)
- City re-casedCity re-cased to Title Case
- 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-103057 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-103056 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402384 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028318
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Heather Boyd, 1954-10-26, 4 records, Verified
Evidence
Matched against ENR-103057
| 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 automaticallyed60211d712026-10-22 12:43:54, matching_agentidentity id MBR-028318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103057
- Record linked automatically840af2f4782026-10-19 19:54:38, matching_agentidentity id MBR-028318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103057
- Record linked automaticallyd32e13705f2026-10-19 19:52:09, matching_agentidentity id MBR-028318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103057
- Record linked automatically87d299a8ce2026-10-19 19:45:42, matching_agentidentity id MBR-028318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103057
- Record linked automaticallyd00d7f035c2026-10-19 19:32:31, matching_agentidentity id MBR-028318, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103057
- Record linked automaticallyef53cbe78c2026-10-19 19:31:28, scoring_agentidentity id MBR-033740, confidence 1, method probabilistic, matched record CLM-402382, policy version 1