Record, CLM, bronze and silver
CLM-413022
Received 2026-01-18T00:29:00Z, line 44,303 of the CLM feed
CLMScored
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, Julie | Julie | Changed |
| Middle | M. | M | Changed |
| Last name | — | Armstrong | Changed |
| Date of birth | 02/28/1995 | 1995-02-28 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 1904 SUNSET BLVD | 1904 Sunset Blvd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85239 | 85239 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- julie|armstrong
- Address key
- 1904|sunset|85239
- Canonical first
- julie
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)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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-117084 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005371
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julie Armstrong, 1995-02-28, 2 records, Verified
Evidence
Matched against ENR-117084
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically926eaa6bc22026-10-22 12:43:53, scoring_agentidentity id MBR-005371, confidence 1, method probabilistic, matched record ENR-117084, policy version 1
- Record linked automaticallyde986314ce2026-10-19 19:54:38, scoring_agentidentity id MBR-005371, confidence 1, method probabilistic, matched record ENR-117084, policy version 1
- Record linked automatically650be9c9fc2026-10-19 19:52:08, scoring_agentidentity id MBR-005371, confidence 1, method probabilistic, matched record ENR-117084, policy version 1
- Record linked automatically57c3b267b32026-10-19 19:45:42, scoring_agentidentity id MBR-005371, confidence 1, method probabilistic, matched record ENR-117084, policy version 1
- Record linked automatically364922a4882026-10-19 19:32:31, scoring_agentidentity id MBR-005371, confidence 1, method probabilistic, matched record ENR-117084, policy version 1
- Record linked automatically587383bbfd2026-10-19 19:31:28, matching_agentidentity id MBR-023888, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117210