Record, CLM, bronze and silver
CLM-416054
Received 2026-07-21T01:45:20Z, line 32,853 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 | Brenda | Brenda | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Harpre | Harpre | Unchanged |
| Date of birth | 05/15/40 | 1940-05-15 | Parsed |
| Gender | null | — | Cleared |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-1733 | •••-••-1733 | Unchanged |
| Phone | NULL | — | Cleared |
| ·UNKNOWN | — | Cleared | |
| Address | 7291 OCEAN AVE | 7291 Ocean Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85254 | 85254 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- brenda|harpre
- Address key
- 7291|ocean|85254
- Canonical first
- brenda
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| TPA-57024 | 0.99 | Scored | — | Auto-linked |
| ENR-121126 | 0.99 | Scored | — | Auto-linked |
| TPA-57025 | 0.99 | Scored | — | Auto-linked |
| CLM-416055 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011414
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Brenda Harper, 1940-05-15, 4 records, Verified
Evidence
Matched against ENR-121126
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyfb7b2390fd2026-10-22 12:43:54, scoring_agentidentity id MBR-011414, confidence 0.992, method probabilistic, matched record ENR-121126, policy version 1
- Record linked automatically27bc4415682026-10-19 19:54:38, scoring_agentidentity id MBR-011414, confidence 0.992, method probabilistic, matched record ENR-121126, policy version 1
- Record linked automatically6cea3ab6052026-10-19 19:52:09, scoring_agentidentity id MBR-011414, confidence 0.992, method probabilistic, matched record ENR-121126, policy version 1
- Record linked automatically2b05dfccc52026-10-19 19:45:42, scoring_agentidentity id MBR-011414, confidence 0.992, method probabilistic, matched record ENR-121126, policy version 1
- Record linked automaticallyad1a6facd62026-10-19 19:32:31, scoring_agentidentity id MBR-011414, confidence 0.992, method probabilistic, matched record ENR-121126, policy version 1
- Record linked automatically347838e2952026-10-19 19:31:28, matching_agentidentity id MBR-003490, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120992