edi_string string | transaction_type string | compliance_status string | violation_types list | critical_issues list | review_flags list | evidence_chain list | dimension_results string | description string | rule_citations list | claim_parsed string | source string | source_url string | pyx12_valid bool | pyx12_exit_code int64 | pyx12_errors string | disagreement_note string | human_verified bool | verification_note string | example_id string | split string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002009*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2009*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002009*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19540124*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2009~
IEA*1*000002009~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19540124",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19540124"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19540124"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0001 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002010*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2010*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002010*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19710405*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2010~
IEA*1*000002010~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19710405",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19710405"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19710405"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0002 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002011*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2011*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002011*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19511014*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2011~
IEA*1*000002011~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19511014",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19511014"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19511014"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0003 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002012*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2012*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002012*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19430207*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2012~
IEA*1*000002012~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19430207",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19430207"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19430207"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0004 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002013*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2013*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002013*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*20041001*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2013~
IEA*1*000002013~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:20041001",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:20041001"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "20041001"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0005 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002014*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2014*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002014*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19651221*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2014~
IEA*1*000002014~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19651221",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19651221"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19651221"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0006 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002015*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2015*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002015*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19930415*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2015~
IEA*1*000002015~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19930415",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19930415"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19930415"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0007 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002016*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2016*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002016*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19750125*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2016~
IEA*1*000002016~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19750125",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19750125"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19750125"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0008 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002017*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2017*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002017*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19940609*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2017~
IEA*1*000002017~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19940609",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19940609"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19940609"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0009 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002018*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2018*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002018*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19670604*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2018~
IEA*1*000002018~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19670604",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19670604"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19670604"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0010 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002019*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2019*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002019*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19880212*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2019~
IEA*1*000002019~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19880212",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19880212"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19880212"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0011 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002020*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2020*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002020*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19730124*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2020~
IEA*1*000002020~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19730124",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19730124"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19730124"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0012 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002021*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2021*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002021*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19550703*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2021~
IEA*1*000002021~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19550703",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19550703"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19550703"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0013 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002022*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2022*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002022*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19771120*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2022~
IEA*1*000002022~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19771120",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19771120"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19771120"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0014 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002023*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2023*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002023*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19641203*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2023~
IEA*1*000002023~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19641203",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19641203"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19641203"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0015 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002024*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2024*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002024*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19690503*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2024~
IEA*1*000002024~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19690503",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19690503"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19690503"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0016 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002025*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2025*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002025*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19520709*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2025~
IEA*1*000002025~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19520709",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19520709"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19520709"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0017 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002026*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2026*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002026*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19860312*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2026~
IEA*1*000002026~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19860312",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19860312"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19860312"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0018 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002027*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2027*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002027*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19661109*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2027~
IEA*1*000002027~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19661109",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19661109"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19661109"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0019 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002028*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2028*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002028*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19610924*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2028~
IEA*1*000002028~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19610924",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19610924"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19610924"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0020 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002029*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2029*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002029*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19600813*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2029~
IEA*1*000002029~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19600813",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19600813"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19600813"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0021 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002030*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2030*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002030*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19681111*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2030~
IEA*1*000002030~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19681111",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19681111"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19681111"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0022 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002031*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2031*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002031*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19690126*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2031~
IEA*1*000002031~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19690126",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19690126"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19690126"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0023 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002032*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2032*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002032*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19910503*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2032~
IEA*1*000002032~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19910503",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19910503"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19910503"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0024 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002033*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2033*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002033*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19800421*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2033~
IEA*1*000002033~ | 834 | COMPLIANT | [] | [] | [] | [
"patient.dob:19800421",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19800421"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | Valid 834 — all dimensions pass | [
"005010X220A1",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19800421"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | pyx12=invalid, engine=COMPLIANT: structural error detected by pyx12 but not engine (investigate) | false | HIPAA-EDI-SYN-0025 | train | ||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002034*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2034*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002034*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*99999999*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2034~
IEA*1*000002034~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '99999999' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:99999999",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '99999999' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:99999999"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "99999999"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0026 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002035*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2035*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002035*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00000000*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2035~
IEA*1*000002035~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00000000' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00000000",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00000000' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00000000"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00000000"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0027 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002036*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2036*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002036*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00000000*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2036~
IEA*1*000002036~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00000000' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00000000",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00000000' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00000000"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00000000"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0028 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002037*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2037*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002037*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2037~
IEA*1*000002037~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0029 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002038*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2038*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002038*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2038~
IEA*1*000002038~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0030 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002039*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2039*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002039*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2039~
IEA*1*000002039~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0031 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002040*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2040*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002040*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*99999999*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2040~
IEA*1*000002040~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '99999999' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:99999999",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '99999999' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:99999999"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "99999999"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0032 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002041*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2041*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002041*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*99999999*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2041~
IEA*1*000002041~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '99999999' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:99999999",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '99999999' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:99999999"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "99999999"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0033 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002042*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2042*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002042*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00000000*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2042~
IEA*1*000002042~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00000000' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00000000",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00000000' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00000000"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00000000"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0034 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002043*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2043*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002043*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2043~
IEA*1*000002043~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0035 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002044*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2044*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002044*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00000000*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2044~
IEA*1*000002044~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00000000' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00000000",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00000000' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00000000"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00000000"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0036 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002045*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2045*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002045*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00000000*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2045~
IEA*1*000002045~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00000000' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00000000",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00000000' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00000000"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00000000"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0037 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002046*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2046*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002046*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2046~
IEA*1*000002046~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0038 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002047*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2047*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002047*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2047~
IEA*1*000002047~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0039 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002048*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2048*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002048*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2048~
IEA*1*000002048~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0040 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002049*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2049*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002049*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*99999999*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2049~
IEA*1*000002049~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '99999999' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:99999999",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '99999999' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:99999999"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "99999999"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0041 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002050*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2050*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002050*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2050~
IEA*1*000002050~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0042 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002051*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2051*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002051*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2051~
IEA*1*000002051~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0043 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002052*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2052*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002052*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2052~
IEA*1*000002052~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0044 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002053*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2053*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002053*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*00010101*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2053~
IEA*1*000002053~ | 834 | NON_COMPLIANT | [
"sentinel_dob"
] | [
"DOB '00010101' is sentinel/placeholder. PHI integrity violation."
] | [] | [
"patient.dob:00010101",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "FAIL", "reason": "DOB '00010101' is sentinel/placeholder. PHI integrity violation.", "evidence": ["patient.dob:00010101"], "rule_ref": "005010X220A1 DMG", "violation_type": "sentinel_dob"}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 sentinel DOB (00000000/99999999) — PHI integrity violation | [
"005010X220A1 DMG",
"45 CFR 164.514(b)"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "00010101"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0045 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002054*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2054*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002054*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*85*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19741111*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2054~
IEA*1*000002054~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19741111",
"No clinical codes — N/A",
"entity_id: '85'",
"Expected: 'IN' per 005010X220A1",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19741111"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: '85'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "85"}}, "INS": {"present": true}}, "patient": {"dob": "19741111"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0046 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002055*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2055*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002055*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*GP*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19950315*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2055~
IEA*1*000002055~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19950315",
"No clinical codes — N/A",
"entity_id: 'GP'",
"Expected: 'IN' per 005010X220A1",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19950315"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'GP'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "GP"}}, "INS": {"present": true}}, "patient": {"dob": "19950315"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0047 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002056*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2056*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002056*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*PE*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19730925*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2056~
IEA*1*000002056~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19730925",
"No clinical codes — N/A",
"entity_id: 'PE'",
"Expected: 'IN' per 005010X220A1",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19730925"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'PE'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "PE"}}, "INS": {"present": true}}, "patient": {"dob": "19730925"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0048 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002057*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2057*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002057*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*PE*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19531110*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2057~
IEA*1*000002057~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19531110",
"No clinical codes — N/A",
"entity_id: 'PE'",
"Expected: 'IN' per 005010X220A1",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19531110"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'PE'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "PE"}}, "INS": {"present": true}}, "patient": {"dob": "19531110"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0049 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002058*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2058*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002058*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*PE*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19650312*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2058~
IEA*1*000002058~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19650312",
"No clinical codes — N/A",
"entity_id: 'PE'",
"Expected: 'IN' per 005010X220A1",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19650312"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'PE'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "PE"}}, "INS": {"present": true}}, "patient": {"dob": "19650312"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0050 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002059*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2059*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002059*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*XX*AETNA HEALTH INC*XV*1556677889~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19401011*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2059~
IEA*1*000002059~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19401011",
"No clinical codes — N/A",
"entity_id: 'XX'",
"Expected: 'IN' per 005010X220A1",
"npi:1556677889",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19401011"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'XX'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1556677889 verified ACTIVE.", "evidence": ["npi:1556677889"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "XX"}}, "INS": {"present": true}}, "patient": {"dob": "19401011"}, "provider": {"npi": "1556677889"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0051 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002060*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2060*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002060*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*PR*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19540627*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2060~
IEA*1*000002060~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19540627",
"No clinical codes — N/A",
"entity_id: 'PR'",
"Expected: 'IN' per 005010X220A1",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19540627"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'PR'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "PR"}}, "INS": {"present": true}}, "patient": {"dob": "19540627"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0052 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002061*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2061*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002061*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*XX*AETNA HEALTH INC*XV*1497758544~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19470419*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2061~
IEA*1*000002061~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19470419",
"No clinical codes — N/A",
"entity_id: 'XX'",
"Expected: 'IN' per 005010X220A1",
"npi:1497758544",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19470419"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'XX'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1497758544 verified ACTIVE.", "evidence": ["npi:1497758544"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "XX"}}, "INS": {"present": true}}, "patient": {"dob": "19470419"}, "provider": {"npi": "1497758544"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0053 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002062*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2062*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002062*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*PR*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*20020225*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2062~
IEA*1*000002062~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:20020225",
"No clinical codes — N/A",
"entity_id: 'PR'",
"Expected: 'IN' per 005010X220A1",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:20020225"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'PR'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "PR"}}, "INS": {"present": true}}, "patient": {"dob": "20020225"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0054 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002063*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2063*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002063*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*PR*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19561116*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2063~
IEA*1*000002063~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19561116",
"No clinical codes — N/A",
"entity_id: 'PR'",
"Expected: 'IN' per 005010X220A1",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19561116"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'PR'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "PR"}}, "INS": {"present": true}}, "patient": {"dob": "19561116"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0055 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002064*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2064*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002064*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IL*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19730928*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2064~
IEA*1*000002064~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19730928",
"No clinical codes — N/A",
"entity_id: 'IL'",
"Expected: 'IN' per 005010X220A1",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19730928"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'IL'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IL"}}, "INS": {"present": true}}, "patient": {"dob": "19730928"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0056 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002065*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2065*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002065*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*GP*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19670925*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2065~
IEA*1*000002065~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19670925",
"No clinical codes — N/A",
"entity_id: 'GP'",
"Expected: 'IN' per 005010X220A1",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19670925"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'GP'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "GP"}}, "INS": {"present": true}}, "patient": {"dob": "19670925"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0057 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002066*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2066*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002066*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IL*AETNA HEALTH INC*XV*1112223334~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19790722*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2066~
IEA*1*000002066~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19790722",
"No clinical codes — N/A",
"entity_id: 'IL'",
"Expected: 'IN' per 005010X220A1",
"npi:1112223334",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19790722"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'IL'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1112223334 verified ACTIVE.", "evidence": ["npi:1112223334"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IL"}}, "INS": {"present": true}}, "patient": {"dob": "19790722"}, "provider": {"npi": "1112223334"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0058 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002067*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2067*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002067*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*XX*AETNA HEALTH INC*XV*1234567890~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19970208*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2067~
IEA*1*000002067~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19970208",
"No clinical codes — N/A",
"entity_id: 'XX'",
"Expected: 'IN' per 005010X220A1",
"npi:1234567890",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19970208"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'XX'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1234567890 verified ACTIVE.", "evidence": ["npi:1234567890"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "XX"}}, "INS": {"present": true}}, "patient": {"dob": "19970208"}, "provider": {"npi": "1234567890"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0059 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002068*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2068*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002068*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*PR*AETNA HEALTH INC*XV*1023456789~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19830119*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2068~
IEA*1*000002068~ | 834 | NON_COMPLIANT | [
"missing_n1_payer"
] | [
"Loop 1000B N1*IN missing or has wrong entity ID."
] | [] | [
"patient.dob:19830119",
"No clinical codes — N/A",
"entity_id: 'PR'",
"Expected: 'IN' per 005010X220A1",
"npi:1023456789",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19830119"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "FAIL", "reason": "Loop 1000B N1*IN missing or has wrong entity ID.", "evidence": ["entity_id: 'PR'", "Expected: 'IN' per 005010X220A1"], "rule_ref": "005010X220A1 \u00a72.1.4", "violation_type": "missing_n1_payer"}, {"dimension": "Provider_Verification", "status": "PASS", "reason": "NPI 1023456789 verified ACTIVE.", "evidence": ["npi:1023456789"], "rule_ref": "", "violation_type": ""}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 wrong N1 entity ID — payer loop invalid | [
"005010X220A1 §2.1.4"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "PR"}}, "INS": {"present": true}}, "patient": {"dob": "19830119"}, "provider": {"npi": "1023456789"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0060 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002069*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2069*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002069*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*9999999999~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19680103*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2069~
IEA*1*000002069~ | 834 | REVIEW_REQUIRED | [
"unknown_npi"
] | [] | [
"NPI 9999999999 not found in provider registry."
] | [
"patient.dob:19680103",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:9999999999",
"registry: 0 results",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19680103"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "REVIEW", "reason": "NPI 9999999999 not found in provider registry.", "evidence": ["npi:9999999999", "registry: 0 results"], "rule_ref": "NPPES 45 CFR 162.408", "violation_type": "unknown_npi"}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 NPI not found in provider registry — REVIEW required | [
"NPPES 45 CFR 162.408"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19680103"}, "provider": {"npi": "9999999999"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0061 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002070*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2070*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002070*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*9111222333~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19690202*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2070~
IEA*1*000002070~ | 834 | REVIEW_REQUIRED | [
"unknown_npi"
] | [] | [
"NPI 9111222333 not found in provider registry."
] | [
"patient.dob:19690202",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:9111222333",
"registry: 0 results",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19690202"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "REVIEW", "reason": "NPI 9111222333 not found in provider registry.", "evidence": ["npi:9111222333", "registry: 0 results"], "rule_ref": "NPPES 45 CFR 162.408", "violation_type": "unknown_npi"}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 NPI not found in provider registry — REVIEW required | [
"NPPES 45 CFR 162.408"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19690202"}, "provider": {"npi": "9111222333"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0062 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002071*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2071*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002071*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*9111222333~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19490908*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2071~
IEA*1*000002071~ | 834 | REVIEW_REQUIRED | [
"unknown_npi"
] | [] | [
"NPI 9111222333 not found in provider registry."
] | [
"patient.dob:19490908",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:9111222333",
"registry: 0 results",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19490908"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "REVIEW", "reason": "NPI 9111222333 not found in provider registry.", "evidence": ["npi:9111222333", "registry: 0 results"], "rule_ref": "NPPES 45 CFR 162.408", "violation_type": "unknown_npi"}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 NPI not found in provider registry — REVIEW required | [
"NPPES 45 CFR 162.408"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19490908"}, "provider": {"npi": "9111222333"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0063 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002072*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2072*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002072*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*9876543210~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*20020418*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2072~
IEA*1*000002072~ | 834 | REVIEW_REQUIRED | [
"unknown_npi"
] | [] | [
"NPI 9876543210 not found in provider registry."
] | [
"patient.dob:20020418",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:9876543210",
"registry: 0 results",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:20020418"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "REVIEW", "reason": "NPI 9876543210 not found in provider registry.", "evidence": ["npi:9876543210", "registry: 0 results"], "rule_ref": "NPPES 45 CFR 162.408", "violation_type": "unknown_npi"}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 NPI not found in provider registry — REVIEW required | [
"NPPES 45 CFR 162.408"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "20020418"}, "provider": {"npi": "9876543210"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0064 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002073*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2073*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002073*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*9000111222~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*20000426*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2073~
IEA*1*000002073~ | 834 | REVIEW_REQUIRED | [
"unknown_npi"
] | [] | [
"NPI 9000111222 not found in provider registry."
] | [
"patient.dob:20000426",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:9000111222",
"registry: 0 results",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:20000426"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "REVIEW", "reason": "NPI 9000111222 not found in provider registry.", "evidence": ["npi:9000111222", "registry: 0 results"], "rule_ref": "NPPES 45 CFR 162.408", "violation_type": "unknown_npi"}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 NPI not found in provider registry — REVIEW required | [
"NPPES 45 CFR 162.408"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "20000426"}, "provider": {"npi": "9000111222"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0065 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002074*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2074*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002074*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*9999999999~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19920404*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2074~
IEA*1*000002074~ | 834 | REVIEW_REQUIRED | [
"unknown_npi"
] | [] | [
"NPI 9999999999 not found in provider registry."
] | [
"patient.dob:19920404",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:9999999999",
"registry: 0 results",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19920404"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "REVIEW", "reason": "NPI 9999999999 not found in provider registry.", "evidence": ["npi:9999999999", "registry: 0 results"], "rule_ref": "NPPES 45 CFR 162.408", "violation_type": "unknown_npi"}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 NPI not found in provider registry — REVIEW required | [
"NPPES 45 CFR 162.408"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19920404"}, "provider": {"npi": "9999999999"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0066 | train | |||
ISA*00* *00* *ZZ*EMPLOYER01 *ZZ*AETNA01 *260315*1200*^*00501*000002075*0*P*:~~
GS*BE*EMPLOYER01*AETNA01*20260315*1200*2075*X*005010X220A1~
ST*834*0001*005010X220A1~
BGN*00*000002075*20260315*1200***2~
N1*P5*EMPLOYER01 CORPORATION*FI*999888777~
N1*IN*AETNA HEALTH INC*XV*9000111222~
INS*Y*18*030*XN*A*E**FT~
NM1*IL*1*SMITH*JOHN*A***34*123456789~
DMG*D8*19950614*M~
REF*0F*123456789~
SE*9*0001~
GE*1*2075~
IEA*1*000002075~ | 834 | REVIEW_REQUIRED | [
"unknown_npi"
] | [] | [
"NPI 9000111222 not found in provider registry."
] | [
"patient.dob:19950614",
"No clinical codes — N/A",
"entity_id:'IN'",
"npi:9000111222",
"registry: 0 results",
"All control numbers match",
"Segment counts correct"
] | [{"dimension": "Demographics", "status": "PASS", "reason": "DOB valid.", "evidence": ["patient.dob:19950614"], "rule_ref": "", "violation_type": ""}, {"dimension": "Coding_and_Billing", "status": "PASS", "reason": "All clinical codes valid.", "evidence": ["No clinical codes \u2014 N/A"], "rule_ref": "", "violation_type": ""}, {"dimension": "Transaction_Loops", "status": "PASS", "reason": "834 N1*IN validated.", "evidence": ["entity_id:'IN'"], "rule_ref": "", "violation_type": ""}, {"dimension": "Provider_Verification", "status": "REVIEW", "reason": "NPI 9000111222 not found in provider registry.", "evidence": ["npi:9000111222", "registry: 0 results"], "rule_ref": "NPPES 45 CFR 162.408", "violation_type": "unknown_npi"}, {"dimension": "Envelope_Validation", "status": "PASS", "reason": "X12 envelope valid (ISA/IEA, GS/GE, ST/SE, SE01).", "evidence": ["All control numbers match", "Segment counts correct"], "rule_ref": "X12 5010 envelope rules", "violation_type": ""}] | 834 NPI not found in provider registry — REVIEW required | [
"NPPES 45 CFR 162.408"
] | {"transaction_type": "834", "loops": {"1000B": {"N1": {"entity_id": "IN"}}, "INS": {"present": true}}, "patient": {"dob": "19950614"}, "provider": {"npi": "9000111222"}, "clinical": {}} | synthetic | false | 1 | Traceback (most recent call last):
File "/usr/local/bin/x12valid", line 8, in <module>
sys.exit(main())
^^^^^^
File "/usr/local/lib/python3.12/dist-packages/pyx12/scripts/x12valid.py", line 90, in main
if args.verbose > 0:
^^^^^^^^^^^^^^^^
TypeError: '>' not supported between instances of 'NoneType' and 'int' | false | HIPAA-EDI-SYN-0067 | train |
End of preview. Expand in Data Studio
HIPAA EDI Compliance Evaluation Dataset
The first open-source labeled benchmark for HIPAA X12 EDI business-rule compliance.
205 labeled examples | 5 from real government sources (eMedNY) | 200 synthetic | pyx12 cross-validated (0% structural valid) | 40 human-verified | 409,155 CMS NCCI edits loaded
Why this is the first
No labeled EDI compliance benchmark existed before this. Existing tools:
| Tool | What it does | Gap |
|---|---|---|
| pyx12 | Validates X12 structural syntax | No business rule labels |
| CMS test files | Sample EDI transactions | No compliance verdicts |
| eMedNY samples | Real Medicaid EDI | No structured labels |
| This dataset | All of the above + labeled verdicts | First of its kind |
Schema
| Field | Description |
|---|---|
example_id |
HIPAA-EDI-SYN-NNNN or HIPAA-EDI-GOV-NNNN |
edi_string |
Raw X12 5010 EDI string |
transaction_type |
834 / 837P / 820 |
compliance_status |
COMPLIANT / NON_COMPLIANT / REVIEW_REQUIRED |
violation_types |
Specific violation labels (list) |
critical_issues |
FAIL-level findings (list) |
review_flags |
REVIEW-level findings (list) |
evidence_chain |
Field values that triggered rules (list) |
dimension_results |
JSON — per-dimension verdict + rule_ref |
rule_citations |
CFR sections and X12 spec citations |
source |
synthetic / emedny_gov / emedny_gov_fallback |
source_url |
Source URL for government examples |
pyx12_valid |
bool — pyx12 structural validation result |
pyx12_errors |
pyx12 error messages |
disagreement_note |
Documents pyx12 vs engine disagreements |
human_verified |
True = manually reviewed by author |
narrative |
LLM audit narrative (Nanbeige4.1-3B) |
Violation types
| Label | Count | Rule |
|---|---|---|
| sentinel_dob | 30 | 005010X220A1 DMG — 00000000 not a valid date |
| missing_n1_payer | 19 | 005010X220A1 §2.1.4 |
| unknown_npi | 10 | NPPES 45 CFR 162.408 |
| invalid_code | 17 | ICD-10-CM; CPT range table |
| duplicate_cpt_fraud | 10 | OIG Work Plan; FCA |
| ncci_unbundling | 10 | CMS NCCI PTP edits v321r0 (409K pairs) |
| dx_procedure_mismatch | 12 | CMS LCD — clinical plausibility |
| timely_filing_violation | 11 | Medicare Claims Manual Ch.1 §70 |
| invalid_pos_code | 0 | CMS POS Code Set |
| missing_bpr_820 | 10 | 005010X218 §2.1 |
| envelope_violation | 16 | X12 5010 ISA/IEA, GS/GE, ST/SE |
| malformed_dob | 4 | X12 D8 format |
| missing_dob | 5 | 005010X220A1 DMG |
| multiple | 0 | Multiple simultaneous violations |
| inactive_npi | 0 | 45 CFR 162.412 |
| missing_npi | 85 | 45 CFR 162.410 |
Limitations (honest)
| Item | Status |
|---|---|
| NPI verification | Synthetic rule (starts with 9 = not found). Not real NPPES API. |
| Generated EDI | Structurally valid X12 5010, not from real payers. No PHI. |
| Gov sources | 5 eMedNY examples. No Availity or Change Healthcare files. |
| NCCI coverage | Full v321r0 table (409K pairs). Modifier=1 pairs excluded (allowed with modifier). |
| Dx plausibility | 5 ICD-10 prefix rules. Incomplete — clinical plausibility is complex. |
| Timely filing | Medicare 12-month rule only. State Medicaid limits not covered. |
| Narratives | Nanbeige4.1-3B (math fine-tuned, not HIPAA-specialized). |
| Self-benchmark | Rule engine scores 100% on its own labels (by construction). |
Usage
from datasets import load_dataset
ds = load_dataset("Agnivarcas/hipaa-edi-compliance-eval")
Benchmark any compliance engine
def my_engine(edi_string: str) -> str: # your implementation return "COMPLIANT" # or NON_COMPLIANT or REVIEW_REQUIRED
correct = sum(1 for ex in ds["test"] if my_engine(ex["edi_string"]) == ex["compliance_status"]) print(f"Accuracy: {correct}/{len(ds['test'])}")
Use only human-verified examples
verified = ds["test"].filter(lambda x: x["human_verified"])
Use only government source examples
gov = ds["test"].filter(lambda x: x["source"] == "emedny_gov")
Filter by violation type
ncci = ds["test"].filter(lambda x: "ncci_unbundling" in x["violation_types"])
Citation
bibtex @dataset{pandey2026hipaaedi, author = {Pandey, Adarsh Daksh}, title = {HIPAA EDI Compliance Evaluation Dataset}, year = {2026}, publisher = {HuggingFace}, url = {https://huggingface.co/datasets/Agnivarcas/hipaa-edi-compliance-eval} }
Author
Adarsh Daksh Pandey — Data Engineer + AI/ML
HuggingFace: Agnivarcas
GitHub: codebydaksh
- Downloads last month
- 32