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Provenance for Loan Decision #1059
Decided on: March 21, 2021, 11:53 a.m.
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PROV-N
PROV-JSON
PDF
SVG
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
3.10.0-1160.11.1.el7.x86_64
ln:machine_system
Linux
ln:machine_version
#1 SMP Fri Dec 18 16:34:56 UTC 2020
ann2->n2
n3
loan:applicants/397
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/397
n6->n3
wasAttributedTo
ann6
prov:type
ln:LoanApplication
prov:type
pl:Controlled
ln:attr_addr_state
AK
ln:attr_annual_inc
115000.0
ln:attr_application_type
Individual
ln:attr_emp_length
10+ years
ln:attr_emp_title
Foreman
ln:attr_home_ownership
MORTGAGE
ln:attr_loan_amnt
20400.0
ln:attr_purpose
credit_card
ln:attr_term
36 months
ln:attr_title
Credit card refinancing
ln:attr_zip_code
995xx
ann6->n6
n7
loan:credit_history/397
n7->n4
wasAttributedTo
ann7
prov:type
ln:CreditReference
ln:attr_earliest_cr_line
Nov-2007
ln:attr_mort_acc
1.0
ln:attr_open_acc
15.0
ln:attr_pub_rec
0.0
ln:attr_pub_rec_bankruptcies
0.0
ln:attr_revol_bal
22214.0
ln:attr_revol_util
34.2
ln:created_at
2021-03-13T20:59:02.653831
ann7->n7
n8
loan:fico_score/397
n8->n5
wasAttributedTo
ann8
prov:type
ln:FICOScore
ln:created_at
2021-03-19T18:50:33.025728
ln:fico_range_high
719.0
ln:fico_range_low
715.0
ann8->n8
n9
loan:pipeline/1
ann9
prov:type
sk:pipeline.Pipeline
ann9->n9
n10
py:loan_features/397
b1
n10->b1
wasDerivedFrom
b2
n10->b2
wasDerivedFrom
b3
n10->b3
wasDerivedFrom
ann10
prov:type
pd:Series
ln:attr_dti
16.55
ln:attr_earliest_cr_line
2007.0
ln:attr_emp_length
10.0
ln:attr_fico_score
717.0
ln:attr_initial_list_status_w
1.0
ln:attr_installment
633.07
ln:attr_int_rate
7.34
ln:attr_loan_amnt
20400.0
ln:attr_log_annual_inc
5.060701616810948
ln:attr_log_revol_bal
4.34664631757689
ln:attr_mort_acc
1.0
ln:attr_open_acc
15.0
ln:attr_purpose_credit_card
1.0
ln:attr_revol_util
34.2
ln:attr_sub_grade_A4
1.0
ln:attr_term
36.0
ln:attr_total_acc
22.0
ln:attr_verification_status_Verified
1.0
ann10->n10
n11
ex:recommendation/397
n13
ex:classify_loans/397
n11->n13
wasGeneratedBy
b4
n11->b4
wasDerivedFrom
ann11
prov:type
ln:AutomatedLoanRecommendation
ln:probability_chargeoff
0.059519382727526264
ln:recommendation
ln:approved
ann11->n11
n12
loan:applications/397/decision
n12->n2
wasAttributedTo
n14
ex:process_application/397
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
2021-03-21T11:53:02.613953
prov:endTime
2021-03-21T11:53:02.615936
ann13->n13
n14->n6
used
b10
n14->b10
wasAssociatedWith
ann14
prov:startTime
2021-03-21T11:53:02.613282
prov:endTime
2021-03-21T11:53:02.616397
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