Record, CLM, bronze and silver
CLM-418482
Received 2026-02-15T15:21:44Z, line 97,295 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 | Denise·· | Denise | Changed |
| Middle | ·· | — | Unchanged |
| Last name | Armmstrong | Armmstrong | Unchanged |
| Date of birth | 6/18/1973 | 1973-06-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7240 | •••-••-7240 | Parsed |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | - | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | ·UNKNOWN | — | Cleared |
| Group | GRP-5698 | GRP-5698 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.94
- Name key
- denise|armmstrong
- Address key
- —
- Canonical first
- denise
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-124329 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-25486 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010574
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Denise Armstrong, 1973-06-18, 3 records, Verified
Evidence
Matched against ENR-124329
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc75d96a0242026-10-22 12:43:54, matching_agentidentity id MBR-010574, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124329
- Record linked automaticallyf456ab51f52026-10-19 19:54:38, matching_agentidentity id MBR-010574, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124329
- Record linked automatically21b8d988a22026-10-19 19:52:09, matching_agentidentity id MBR-010574, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124329
- Record linked automatically53736952092026-10-19 19:45:42, matching_agentidentity id MBR-010574, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124329
- Record linked automatically45ee15e22d2026-10-19 19:32:31, matching_agentidentity id MBR-010574, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124329
- Record linked automatically330e6888d42026-10-19 19:31:28, matching_agentidentity id MBR-030928, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418480