Provenance for Loan Decision #2608

Decided on: May 19, 2023, 11:39 a.m.

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G n1 loan:institution ann1 prov:type prov:Organization ann1->n1 n2 ex:machine/f7c706ee7088 b11 n2->b11 actedOnBehalfOf ann2 prov:type prov:SoftwareAgent ln:machine_python_version 3.10.8 ln:machine_release 3.10.0-1160.80.1.el7.x86_64 ln:machine_system Linux ln:machine_version #1 SMP Tue Nov 8 15:48:59 UTC 2022 ann2->n2 n3 loan:applicants/857 ann3 prov:type ln:LoanApplicant prov:type prov:Person ann3->n3 n4 loan:credit_agency ann4 prov:type ln:CreditReferencingAgency prov:type prov:Organization ann4->n4 n5 loan:fico ann5 prov:type ln:CreditReferencingAgency prov:type prov:Organization ann5->n5 n6 loan:applications/857 n6->n3 wasAttributedTo ann6 prov:type ln:LoanApplication prov:type pl:Controlled ln:attr_addr_state NJ ln:attr_annual_inc 46000.0 ln:attr_application_type Individual ln:attr_emp_length 9 years ln:attr_emp_title Clinical Secreatary ln:attr_home_ownership OWN ln:attr_loan_amnt 5000.0 ln:attr_purpose debt_consolidation ln:attr_term 36 months ln:attr_title Debt consolidation ln:attr_zip_code 080xx ann6->n6 n7 loan:credit_history/857 n7->n4 wasAttributedTo ann7 prov:type ln:CreditReference ln:attr_earliest_cr_line Apr-1999 ln:attr_mort_acc 3.0 ln:attr_open_acc 21.0 ln:attr_pub_rec 1.0 ln:attr_pub_rec_bankruptcies 1.0 ln:attr_revol_bal 7335.0 ln:attr_revol_util 29.8 ln:created_at 2023-05-16T05:12:19.726856 ann7->n7 n8 loan:fico_score/857 n8->n5 wasAttributedTo ann8 prov:type ln:FICOScore ln:created_at 2023-05-17T11:14:16.008344 ln:fico_range_high 684.0 ln:fico_range_low 680.0 ann8->n8 n9 loan:pipeline/3 ann9 prov:type sk:pipeline.Pipeline ann9->n9 n10 py:loan_features/857 b1 n10->b1 wasDerivedFrom b2 n10->b2 wasDerivedFrom b3 n10->b3 wasDerivedFrom ann10 prov:type pd:Series ln:attr_addr_state_NJ 1.0 ln:attr_dti 13.93 ln:attr_earliest_cr_line 1999.0 ln:attr_emp_length 9.0 ln:attr_fico_score 682.0 ln:attr_home_ownership_OWN 1.0 ln:attr_initial_list_status_w 1.0 ln:attr_installment 173.45 ln:attr_int_rate 15.05 ln:attr_loan_amnt 5000.0 ln:attr_log_annual_inc 4.662767272763343 ln:attr_log_revol_bal 3.8654593226619647 ln:attr_mort_acc 3.0 ln:attr_open_acc 21.0 ln:attr_pub_rec 1.0 ln:attr_pub_rec_bankruptcies 1.0 ln:attr_purpose_debt_consolidation 1.0 ln:attr_revol_util 29.8 ln:attr_sub_grade_C4 1.0 ln:attr_term 36.0 ln:attr_total_acc 36.0 ln:attr_verification_status_Source_Verified 1.0 ann10->n10 n11 ex:recommendation/857 n13 ex:classify_loans/857 n11->n13 wasGeneratedBy b4 n11->b4 wasDerivedFrom ann11 prov:type ln:AutomatedLoanRecommendation ln:probability_chargeoff 0.1668126094570928 ln:recommendation ln:approved ann11->n11 n12 loan:applications/857/decision n12->n2 wasAttributedTo n14 ex:process_application/857 n12->n14 wasGeneratedBy b5 n12->b5 wasDerivedFrom b6 n12->b6 wasDerivedFrom b7 n12->b7 wasDerivedFrom b8 n12->b8 wasDerivedFrom ann12 prov:type ln:AutomatedDecision prov:type ln:LoanDecision ln:result ln:approved ann12->n12 n13->n10 used b9 n13->b9 wasAssociatedWith ann13 prov:startTime 2023-05-19T11:39:28.550670 prov:endTime 2023-05-19T11:39:28.552542 ann13->n13 n14->n6 used b10 n14->b10 wasAssociatedWith ann14 prov:startTime 2023-05-19T11:39:28.550046 prov:endTime 2023-05-19T11:39:28.552949 prov:type ln:AssessingLoanApplication ann14->n14 b1->n6 b2->n7 b3->n8 b4->n10 b4->n13 activity b5->n11 b6->n7 b7->n8 b8->n6 b8->n14 activity b9->n2 b9->n9 plan b10->n1 b11->n1