Record, CLM, bronze and silver
CLM-406489
Received 2026-10-07T14:21:24Z , line 4,708 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 | Aaron | Aaron | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1967-10-21 | 1967-10-21 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-02423-61 | UHC-02423-61 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| aaron.obrien@outlook.com | aaron.obrien@outlook.com | Unchanged | |
| Address | 2467 CENTRAL AVE | 2467 Central Ave | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85277 | 85277 | Unchanged |
| Group | ·NULL | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- aaron|obrien
- Address key
- 2467|central|85277
- Canonical first
- aaron
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-21905 | 1.00 | Scored | — | Auto-linked |
| PRV-21904 | 1.00 | Scored | — | Auto-linked |
| PRV-21906 | 1.00 | Scored | — | Auto-linked |
| CLM-406488 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026653
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aaron Obrien, 1967-10-21, 5 records, Verified
Evidence
Matched against PRV-21905
| 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 automaticallyd67dbfc1ac2026-10-22 12:43:54, scoring_agentidentity id MBR-026653, confidence 1, method probabilistic, matched record PRV-21905, policy version 1
- Record linked automaticallyb2853916fa2026-10-19 19:54:38, scoring_agentidentity id MBR-026653, confidence 1, method probabilistic, matched record PRV-21905, policy version 1
- Record linked automatically34f9c3b3822026-10-19 19:52:09, scoring_agentidentity id MBR-026653, confidence 1, method probabilistic, matched record PRV-21905, policy version 1
- Record linked automaticallydc810222382026-10-19 19:45:42, scoring_agentidentity id MBR-026653, confidence 1, method probabilistic, matched record PRV-21905, policy version 1
- Record linked automaticallye7fa1ba39d2026-10-19 19:32:31, scoring_agentidentity id MBR-026653, confidence 1, method probabilistic, matched record PRV-21905, policy version 1
- Record linked automaticallyd42b3a4ebc2026-10-19 19:31:28, scoring_agentidentity id MBR-011079, confidence 1, method probabilistic, matched record ENR-108509, policy version 1