Provenance for Loan Decision #681

Decided on: Dec. 2, 2020, 10:03 p.m.

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G n1 loan:institution ann1 prov:type prov:Organization ann1->n1 n2 ex:machine/2c2a79264728 b11 n2->b11 actedOnBehalfOf ann2 prov:type prov:SoftwareAgent ln:machine_python_version 3.7.7 ln:machine_release 3.10.0-1127.13.1.el7.x86_64 ln:machine_system Linux ln:machine_version #1 SMP Tue Jun 23 15:46:38 UTC 2020 ann2->n2 n3 loan:applicants/400 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/400 n6->n3 wasAttributedTo ann6 prov:type ln:LoanApplication prov:type pl:Controlled ln:attr_addr_state MD ln:attr_annual_inc 46053.0 ln:attr_application_type Joint App ln:attr_emp_length 1 year ln:attr_emp_title Teacher ln:attr_home_ownership RENT ln:attr_loan_amnt 5000.0 ln:attr_purpose major_purchase ln:attr_term 36 months ln:attr_title Major purchase ln:attr_zip_code 212xx ann6->n6 n7 loan:credit_history/400 n7->n4 wasAttributedTo ann7 prov:type ln:CreditReference ln:attr_earliest_cr_line Jan-2014 ln:attr_mort_acc 0.0 ln:attr_open_acc 8.0 ln:attr_pub_rec 0.0 ln:attr_pub_rec_bankruptcies 0.0 ln:attr_revol_bal 2750.0 ln:attr_revol_util 34.4 ln:created_at 2020-11-28T07:48:49.369574 ann7->n7 n8 loan:fico_score/400 n8->n5 wasAttributedTo ann8 prov:type ln:FICOScore ln:created_at 2020-11-27T23:16:58.829768 ln:fico_range_high 729.0 ln:fico_range_low 725.0 ann8->n8 n9 loan:pipeline/1 ann9 prov:type sk:pipeline.Pipeline ann9->n9 n10 py:loan_features/400 b1 n10->b1 wasDerivedFrom b2 n10->b2 wasDerivedFrom b3 n10->b3 wasDerivedFrom ann10 prov:type pd:Series ln:attr_addr_state_MD 1.0 ln:attr_application_type_Joint_App 1.0 ln:attr_dti 17.64 ln:attr_earliest_cr_line 2014.0 ln:attr_emp_length 1.0 ln:attr_fico_score 727.0 ln:attr_home_ownership_RENT 1.0 ln:attr_installment 160.03 ln:attr_int_rate 9.44 ln:attr_loan_amnt 5000.0 ln:attr_log_annual_inc 4.663267356628079 ln:attr_log_revol_bal 3.4394905903896835 ln:attr_open_acc 8.0 ln:attr_purpose_major_purchase 1.0 ln:attr_revol_util 34.4 ln:attr_sub_grade_B1 1.0 ln:attr_term 36.0 ln:attr_total_acc 9.0 ln:attr_verification_status_Source_Verified 1.0 ann10->n10 n11 ex:recommendation/400 n13 ex:classify_loans/400 n11->n13 wasGeneratedBy b4 n11->b4 wasDerivedFrom ann11 prov:type ln:AutomatedLoanRecommendation ln:probability_chargeoff 0.10697054152057299 ln:recommendation ln:approved ann11->n11 n12 loan:applications/400/decision n12->n2 wasAttributedTo n14 ex:process_application/400 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 2020-12-02T22:03:10.383964 prov:endTime 2020-12-02T22:03:10.385983 ann13->n13 n14->n6 used b10 n14->b10 wasAssociatedWith ann14 prov:startTime 2020-12-02T22:03:10.383287 prov:endTime 2020-12-02T22:03:10.386451 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