Provenance for Loan Decision #1710

Decided on: May 12, 2022, 4:03 a.m.

Back to decision PROV-N PROV-JSON PDF SVG

G n1 loan:institution ann1 prov:type prov:Organization ann1->n1 n2 ex:machine/f62e6577da67 b11 n2->b11 actedOnBehalfOf ann2 prov:type prov:SoftwareAgent ln:machine_python_version 3.9.5 ln:machine_release 3.10.0-1160.53.1.el7.x86_64 ln:machine_system Linux ln:machine_version #1 SMP Fri Jan 14 13:59:45 UTC 2022 ann2->n2 n3 loan:applicants/670 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/670 n6->n3 wasAttributedTo ann6 prov:type ln:LoanApplication prov:type pl:Controlled ln:attr_addr_state GA ln:attr_annual_inc 165000.0 ln:attr_application_type Individual ln:attr_emp_length 10+ years ln:attr_emp_title Production Manager ln:attr_home_ownership MORTGAGE ln:attr_loan_amnt 20000.0 ln:attr_purpose other ln:attr_term 60 months ln:attr_title Other ln:attr_zip_code 305xx ann6->n6 n7 loan:credit_history/670 n7->n4 wasAttributedTo ann7 prov:type ln:CreditReference ln:attr_earliest_cr_line May-2003 ln:attr_mort_acc 4.0 ln:attr_open_acc 10.0 ln:attr_pub_rec 0.0 ln:attr_pub_rec_bankruptcies 0.0 ln:attr_revol_bal 20381.0 ln:attr_revol_util 54.3 ln:created_at 2022-05-07T12:09:19.999618 ann7->n7 n8 loan:fico_score/670 n8->n5 wasAttributedTo ann8 prov:type ln:FICOScore ln:created_at 2022-05-06T02:58:23.724631 ln:fico_range_high 714.0 ln:fico_range_low 710.0 ann8->n8 n9 loan:pipeline/2 ann9 prov:type sk:pipeline.Pipeline ann9->n9 n10 py:loan_features/670 b1 n10->b1 wasDerivedFrom b2 n10->b2 wasDerivedFrom b3 n10->b3 wasDerivedFrom ann10 prov:type pd:Series ln:attr_addr_state_GA 1.0 ln:attr_charged_off 1.0 ln:attr_dti 17.44 ln:attr_earliest_cr_line 2003.0 ln:attr_emp_length 10.0 ln:attr_fico_score 712.0 ln:attr_initial_list_status_w 1.0 ln:attr_installment 451.19 ln:attr_int_rate 12.62 ln:attr_loan_amnt 20000.0 ln:attr_log_annual_inc 5.217486576293699 ln:attr_log_revol_bal 4.309246797253672 ln:attr_mort_acc 4.0 ln:attr_open_acc 10.0 ln:attr_purpose_other 1.0 ln:attr_revol_util 54.3 ln:attr_sub_grade_C1 1.0 ln:attr_term 60.0 ln:attr_total_acc 31.0 ann10->n10 n11 ex:recommendation/670 n13 ex:classify_loans/670 n11->n13 wasGeneratedBy b4 n11->b4 wasDerivedFrom ann11 prov:type ln:AutomatedLoanRecommendation ln:probability_chargeoff 0.17287234042553193 ln:recommendation ln:approved ann11->n11 n12 loan:applications/670/decision n12->n2 wasAttributedTo n14 ex:process_application/670 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 2022-05-12T04:03:35.917905 prov:endTime 2022-05-12T04:03:35.920240 ann13->n13 n14->n6 used b10 n14->b10 wasAssociatedWith ann14 prov:startTime 2022-05-12T04:03:35.917088 prov:endTime 2022-05-12T04:03:35.920740 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