Record, CLM , bronze and silver
CLM-402342
Received 2026-05-22T14:44:36Z, line 57,321 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | AISHA | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMMONS | Simmons | Changed |
| Date of birth | 04/21/44 | 1944-04-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-46654-44 | UHC-46654-44 | Unchanged |
| SSN | •••-••-8175 | •••-••-8175 | Unchanged |
| Phone | NULL | — | Cleared |
| null | — | Cleared | |
| Address | 774 LINCOLN WAY | 774 Lincoln Way | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85014 | 85014 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- aisha|simmons
- Address key
- 774|lincoln|85014
- Canonical first
- aisha
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| CLM-402340 | 1.00 | Scored | — | Auto-linked |
| CLM-402339 | 1.00 | Scored | — | Auto-linked |
| CLM-402338 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102991 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402341 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006954
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Simmons, 1944-04-21, 6 records, Verified
Evidence
Matched against CLM-402340
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallydcc7ec78492026-10-19 19:54:38, scoring_agentidentity id MBR-006954, confidence 1, method probabilistic, matched record CLM-402340, policy version 1
- Record linked automatically3ce8ad078d2026-10-19 19:52:09, scoring_agentidentity id MBR-006954, confidence 1, method probabilistic, matched record CLM-402340, policy version 1
- Record linked automaticallyc02cf052fe2026-10-19 19:45:42, scoring_agentidentity id MBR-006954, confidence 1, method probabilistic, matched record CLM-402340, policy version 1
- Record linked automatically02d30695b02026-10-19 19:32:31, scoring_agentidentity id MBR-006954, confidence 1, method probabilistic, matched record CLM-402340, policy version 1
- Record linked automatically99468de9742026-10-19 19:31:28, matching_agentidentity id MBR-001363, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-402344