Record, CLM, bronze and silver
CLM-401027
Received 2026-07-25T02:30:32Z, line 20,426 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 | Maria | Maria | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Long | Long | Unchanged |
| Date of birth | 19271104 | 1927-11-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 9763378811 | 9763378811 | Unchanged |
| — | — | Unchanged | |
| Address | 5897 Central Ave | 5897 Central Ave | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85322-6978 | 85322 | Changed |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- maria|long
- Address key
- 5897|central|85322
- Canonical first
- maria
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| PRV-20327 | 0.87 | Scored | — | Auto-linked |
| ENR-101338 | 0.87 | Scored | — | Auto-linked |
| CLM-401025 | 0.85 | Scored | — | Auto-linked |
| CLM-401026 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022067
- Method
- Scored
- Confidence
- 0.87
- Rule
- weighted score, no rule
Golden record: Maria Long, 1972-11-04, 5 records, Verified
Evidence
Matched against PRV-20327
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically684a11fa3a2026-10-22 12:43:54, scoring_agentidentity id MBR-022067, confidence 0.874, method probabilistic, matched record PRV-20327, policy version 1
- Record linked automaticallybea253001b2026-10-19 19:54:38, scoring_agentidentity id MBR-022067, confidence 0.874, method probabilistic, matched record PRV-20327, policy version 1
- Record linked automaticallyb4a542d2a32026-10-19 19:52:09, scoring_agentidentity id MBR-022067, confidence 0.874, method probabilistic, matched record PRV-20327, policy version 1
- Record linked automatically95f8f20d202026-10-19 19:45:42, scoring_agentidentity id MBR-022067, confidence 0.874, method probabilistic, matched record PRV-20327, policy version 1
- Record linked automaticallydce8c656232026-10-19 19:32:31, scoring_agentidentity id MBR-022067, confidence 0.874, method probabilistic, matched record PRV-20327, policy version 1
- Record linked automatically793df9038b2026-10-19 19:31:28, matching_agentidentity id MBR-028965, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101421