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v3_0e92ddd570d49a68_n
noul
[ "false", "true" ]
[ 0.65, 0.35 ]
An invoice pdf has a date in DD/MM vs MM/DD ambiguity; additionally is missing the middle initial only. Context: with manual-review queueing, while legacy systems are still active. Reported by the on-call engineer.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_0a18d51fee5e79a5_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0.42, 0.25, 0.01, 0.32 ]
A passport scan shows a smudged but readable total; additionally includes all required fields legibly. Context: against the 2026 form revision, under reduced staffing. Reported by the on-call engineer.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_094859c4312e9a35_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.06, 0.94, 0, 0 ]
A hand-written order form has a crossed-out amount with an initial beside it; additionally includes all required fields legibly. Context: with manual-review queueing, during a scheduled maintenance window. Reported by the supervisor.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_f0fdbaac2eed20bd_n
noul
[ "false", "true" ]
[ 0.38, 0.62 ]
A scanned w-2 is missing the middle initial only; additionally has the signature field empty. Context: in the high-volume batch, mid-incident. Reported by the review queue.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_0aff3870231e0860_n
noul
[ "false", "true" ]
[ 0.85, 0.15 ]
A scanned w-2 shows a smudged but readable total; additionally is missing the middle initial only. Context: under the strict-validation profile, during normal operations. Reported by the automated check.
Is this scenario one where: the form is complete?
form_extraction
structured
yuri_v3
v3_fc34c77fe9f09aba_n
noul
[ "false", "true" ]
[ 0.69, 0.31 ]
An invoice pdf has a crossed-out amount with an initial beside it; additionally has a date in DD/MM vs MM/DD ambiguity. Context: in the high-volume batch, during the morning shift. Reported by the monitoring system.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_2040c1f0fd854735_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.37, 0.45, 0.17, 0.01, 0 ]
A hand-written order form has a currency symbol from the wrong locale; additionally matches the schema exactly. Context: against the 2026 form revision, while legacy systems are still active. Reported by the operator.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_25085ce480a7e5ab_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0, 0.05, 0.01, 0.94 ]
A scanned w-2 has a currency symbol from the wrong locale; additionally has a date in DD/MM vs MM/DD ambiguity. Context: with manual-review queueing, during the holiday freeze. Reported by the monitoring system.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_019aace42c207732_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.27, 0.39, 0.34, 0, 0 ]
A passport scan includes all required fields legibly; additionally shows signs of photocopy degradation. Context: with manual-review queueing, with a new vendor onboarded. Reported by the on-call engineer.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_2362c7e7a5d90d96_n
noul
[ "false", "true" ]
[ 0.65, 0.35 ]
An invoice pdf includes all required fields legibly; additionally has the signature field empty. Context: with manual-review queueing, during an external partner integration. Reported by the on-call engineer.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_837a9c9e996a41c5_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0.04, 0.68, 0.04, 0.24 ]
An invoice pdf matches the schema exactly; additionally has a currency symbol from the wrong locale. Context: against the 2026 form revision, during an external partner integration. Reported by the automated check.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_aade6c9b0e10a8ed_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.01, 0.34, 0.65, 0 ]
A scanned w-2 has the signature field empty; additionally matches the schema exactly. Context: in the high-volume batch, mid-incident. Reported by the review queue.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_40b39ba190494213_n
noul
[ "false", "true" ]
[ 0.58, 0.42 ]
A passport scan matches the schema exactly; additionally has a date in DD/MM vs MM/DD ambiguity. Context: in the high-volume batch, under an active deadline. Reported by the review queue.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_5b71ef9e497e1a42_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.04, 0.8, 0.16, 0 ]
A hand-written order form has the signature field empty; additionally has a currency symbol from the wrong locale. Context: with manual-review queueing, during the quarterly review. Reported by the monitoring system.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_acc387f614823d0c_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.16, 0.45, 0.34, 0.05, 0 ]
A passport scan lists 9 items with consistent math; additionally has the signature field empty. Context: under the strict-validation profile, at the end of the fiscal period. Reported by the automated check.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_c7f20827eadc267e_n
noul
[ "false", "true" ]
[ 0.7, 0.3 ]
A scanned w-2 has a date in DD/MM vs MM/DD ambiguity; additionally is missing the middle initial only. Context: under the strict-validation profile, during the holiday freeze. Reported by the on-call engineer.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_df7e4731f8646d2c_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.01, 0.02, 0.37, 0.56, 0.03 ]
A scanned w-2 has the signature field empty; additionally has a crossed-out amount with an initial beside it. Context: under the strict-validation profile, mid-incident. Reported by the supervisor.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_c30f506634ff6b76_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0.04, 0.61, 0.1, 0.25 ]
An invoice pdf includes all required fields legibly; additionally has the signature field empty. Context: against the 2026 form revision, during the quarterly review. Reported by the automated check.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_d3d6c879d2e80cc4_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.0707, 0.2323, 0.6768, 0.0202, 0 ]
An invoice pdf shows a smudged but readable total; additionally is missing the middle initial only. Context: with manual-review queueing, while on-call rotation changed. Reported by the monitoring system.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_4abe79d439f5f87c_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.13, 0.87, 0, 0 ]
An invoice pdf shows a smudged but readable total; additionally includes all required fields legibly. Context: with manual-review queueing, during the holiday freeze. Reported by the automated check.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_89656e1fa6eac260_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.69, 0.22, 0.08, 0.01, 0 ]
A scanned w-2 is missing the middle initial only; additionally lists 9 items with consistent math. Context: in the high-volume batch, during normal operations. Reported by the supervisor.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_e22f787dc7b0e473_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.02, 0.1, 0.69, 0.18, 0 ]
An invoice pdf has a currency symbol from the wrong locale; additionally has a crossed-out amount with an initial beside it. Context: under the strict-validation profile, with a new vendor onboarded. Reported by the monitoring system.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_b80030ef9ca77227_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0, 0.31, 0.05, 0.64 ]
A scanned w-2 shows a smudged but readable total; additionally has the signature field empty. Context: against the 2026 form revision, at the end of the fiscal period. Reported by the monitoring system.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_f64b128864acee4c_n
noul
[ "false", "true" ]
[ 0.84, 0.16 ]
A scanned w-2 has a currency symbol from the wrong locale; additionally has a date in DD/MM vs MM/DD ambiguity. Context: in the high-volume batch, while legacy systems are still active. Reported by the on-call engineer.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_f135fc709ae66170_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0, 0.84, 0.16, 0 ]
A scanned w-2 has a crossed-out amount with an initial beside it; additionally has the signature field empty. Context: in the high-volume batch, during the morning shift. Reported by the monitoring system.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_2ffb604edd3244ad_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.02, 0.21, 0.31, 0.43, 0.03, 0 ]
A hand-written order form is missing the middle initial only; additionally shows a smudged but readable total. Context: under the strict-validation profile, during peak load. Reported by the supervisor.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_e03cf2e559dd68bb_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.04, 0.13, 0.79, 0.04, 0 ]
A hand-written order form shows a smudged but readable total; additionally shows signs of photocopy degradation. Context: with manual-review queueing, during a scheduled maintenance window. Reported by the automated check.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_c5d4bcc6d76f1991_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.06, 0.83, 0.1, 0 ]
A hand-written order form has a currency symbol from the wrong locale; additionally has a crossed-out amount with an initial beside it. Context: with manual-review queueing, with a new vendor onboarded. Reported by the automated check.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_f412b26745270c5c_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0, 0.37, 0.63, 0 ]
An invoice pdf has the signature field empty; additionally is missing the middle initial only. Context: under the strict-validation profile, during the quarterly review. Reported by the operator.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_2ee9fc782e140b57_n
noul
[ "false", "true" ]
[ 0.44, 0.56 ]
An invoice pdf has a currency symbol from the wrong locale; additionally lists 9 items with consistent math. Context: in the high-volume batch, at the end of the fiscal period. Reported by the on-call engineer.
Is this scenario one where: the form is complete?
form_extraction
structured
yuri_v3
v3_82653df0bf017d97_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0, 0.18, 0.22, 0.6 ]
A passport scan has a crossed-out amount with an initial beside it; additionally has a currency symbol from the wrong locale. Context: under the strict-validation profile, under reduced staffing. Reported by the monitoring system.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_40c48bf96e019d7a_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.05, 0.28, 0.21, 0.29, 0.11, 0.06 ]
A hand-written order form matches the schema exactly; additionally lists 9 items with consistent math. Context: in the high-volume batch, during the system migration. Reported by the automated check.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_9a30b3df2e9a49da_n
noul
[ "false", "true" ]
[ 0.47, 0.53 ]
A scanned w-2 matches the schema exactly; additionally is missing the middle initial only. Context: under the strict-validation profile, while legacy systems are still active. Reported by the supervisor.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_1dea91419ecae572_n
noul
[ "false", "true" ]
[ 0.56, 0.44 ]
A passport scan shows a smudged but readable total; additionally is missing the middle initial only. Context: under the strict-validation profile, mid-incident. Reported by the on-call engineer.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_7aeff75410b745e3_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.03, 0.11, 0.86, 0 ]
A hand-written order form matches the schema exactly; additionally has the signature field empty. Context: against the 2026 form revision, during the system migration. Reported by the supervisor.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_d23f43317b9d90c6_n
noul
[ "false", "true" ]
[ 0.97, 0.03 ]
A hand-written order form shows signs of photocopy degradation; additionally has the signature field empty. Context: under the strict-validation profile, at the end of the fiscal period. Reported by the operator.
Is this scenario one where: the form is complete?
form_extraction
structured
yuri_v3
v3_6e6c032ea5b9a70e_n
noul
[ "false", "true" ]
[ 0.33, 0.67 ]
A scanned w-2 includes all required fields legibly; additionally shows a smudged but readable total. Context: against the 2026 form revision, under reduced staffing. Reported by the supervisor.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_3e97c6e7746def3f_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.02, 0.01, 0.06, 0.73, 0.18, 0 ]
An invoice pdf has a date in DD/MM vs MM/DD ambiguity; additionally has a crossed-out amount with an initial beside it. Context: under the strict-validation profile, while legacy systems are still active. Reported by the supervisor.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_15451b0b2f58411d_n
noul
[ "false", "true" ]
[ 0.72, 0.28 ]
An invoice pdf has a crossed-out amount with an initial beside it; additionally shows a smudged but readable total. Context: under the strict-validation profile, at the end of the fiscal period. Reported by the review queue.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_a954eb37919a6365_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.03, 0.83, 0.14, 0 ]
An invoice pdf shows signs of photocopy degradation; additionally has a date in DD/MM vs MM/DD ambiguity. Context: with manual-review queueing, with a new vendor onboarded. Reported by the supervisor.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_c220a8ca1528f685_n
noul
[ "false", "true" ]
[ 0.84, 0.16 ]
A hand-written order form is missing the middle initial only; additionally has a currency symbol from the wrong locale. Context: in the high-volume batch, immediately after go-live. Reported by the automated check.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_597a2140e1ea15fa_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.17, 0.36, 0.35, 0.1, 0.01 ]
An invoice pdf has a crossed-out amount with an initial beside it; additionally matches the schema exactly. Context: with manual-review queueing, during the holiday freeze. Reported by the on-call engineer.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_bcc518b9b416de6d_n
noul
[ "false", "true" ]
[ 0.41, 0.59 ]
An invoice pdf matches the schema exactly; additionally shows signs of photocopy degradation. Context: against the 2026 form revision, during the morning shift. Reported by the monitoring system.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_a1e3d1f1ef2543a8_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.02, 0.12, 0.82, 0.03, 0 ]
A scanned w-2 shows a smudged but readable total; additionally has a date in DD/MM vs MM/DD ambiguity. Context: with manual-review queueing, at the end of the fiscal period. Reported by the review queue.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_013d1d2e3fc65c4f_n
noul
[ "false", "true" ]
[ 0.93, 0.07 ]
An invoice pdf has the signature field empty; additionally includes all required fields legibly. Context: under the strict-validation profile, during the quarterly review. Reported by the supervisor.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_6e214c0e7f5dcb08_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.01, 0.99, 0, 0 ]
A passport scan has a date in DD/MM vs MM/DD ambiguity; additionally shows a smudged but readable total. Context: against the 2026 form revision, at the end of the fiscal period. Reported by the operator.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_143b6f8e3e3bc8be_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.04, 0.15, 0.76, 0.05, 0 ]
A passport scan is missing the middle initial only; additionally has the signature field empty. Context: under the strict-validation profile, during the quarterly review. Reported by the automated check.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_74367064df751a2a_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.01, 0.23, 0.76, 0 ]
An invoice pdf lists 9 items with consistent math; additionally has the signature field empty. Context: against the 2026 form revision, as part of a compliance sweep. Reported by the monitoring system.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_4bc29d9afe613b59_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.01, 0.98, 0, 0.01 ]
An invoice pdf shows signs of photocopy degradation; additionally has a currency symbol from the wrong locale. Context: under the strict-validation profile, shortly after a software update. Reported by the automated check.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_89f63e0ad9ecb535_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.12, 0.28, 0.6, 0 ]
An invoice pdf includes all required fields legibly; additionally is missing the middle initial only. Context: in the high-volume batch, following a recent audit. Reported by the supervisor.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_3d4e96c3950e6827_n
noul
[ "false", "true" ]
[ 0.07, 0.93 ]
A passport scan lists 9 items with consistent math; additionally includes all required fields legibly. Context: with manual-review queueing, at the end of the fiscal period. Reported by the review queue.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_0deb4735f85fc2c7_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0, 0.13, 0, 0.87 ]
A hand-written order form shows signs of photocopy degradation; additionally has a date in DD/MM vs MM/DD ambiguity. Context: with manual-review queueing, immediately after go-live. Reported by the automated check.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_e8c303f821df9222_n
noul
[ "false", "true" ]
[ 0.64, 0.36 ]
An invoice pdf is missing the middle initial only; additionally has a date in DD/MM vs MM/DD ambiguity. Context: in the high-volume batch, during the morning shift. Reported by the monitoring system.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_330295e44a48f1d4_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.39, 0.52, 0.02, 0.03, 0.01, 0.03 ]
An invoice pdf matches the schema exactly; additionally lists 9 items with consistent math. Context: in the high-volume batch, during normal operations. Reported by the supervisor.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_3644f3de513ddac5_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.1, 0.66, 0.19, 0.05, 0 ]
A scanned w-2 includes all required fields legibly; additionally has the signature field empty. Context: under the strict-validation profile, with a new vendor onboarded. Reported by the review queue.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_3cb2b1adc208bb03_n
noul
[ "false", "true" ]
[ 0.21, 0.79 ]
A passport scan has a currency symbol from the wrong locale; additionally includes all required fields legibly. Context: against the 2026 form revision, mid-incident. Reported by the operator.
Is this scenario one where: the form is complete?
form_extraction
structured
yuri_v3
v3_4e7e9b1c1dd0ae43_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.06, 0.64, 0.29, 0 ]
A scanned w-2 has a crossed-out amount with an initial beside it; additionally shows signs of photocopy degradation. Context: against the 2026 form revision, with staffing at reduced levels. Reported by the automated check.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_c702110e74c633a8_n
noul
[ "false", "true" ]
[ 0.74, 0.26 ]
An invoice pdf includes all required fields legibly; additionally has a currency symbol from the wrong locale. Context: against the 2026 form revision, mid-incident. Reported by the automated check.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_29acc027f2e9b2fa_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.02, 0.98, 0, 0 ]
A hand-written order form shows a smudged but readable total; additionally has a date in DD/MM vs MM/DD ambiguity. Context: against the 2026 form revision, while legacy systems are still active. Reported by the operator.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_1564b9e3535acbfc_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0.86, 0.05, 0, 0.09 ]
A scanned w-2 matches the schema exactly; additionally includes all required fields legibly. Context: under the strict-validation profile, under an active deadline. Reported by the operator.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_b15e049b55c56b91_n
noul
[ "false", "true" ]
[ 0.72, 0.28 ]
An invoice pdf has a currency symbol from the wrong locale; additionally shows signs of photocopy degradation. Context: with manual-review queueing, following a recent audit. Reported by the review queue.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_4f0ab510a9f2129d_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.12, 0.88, 0, 0 ]
A scanned w-2 includes all required fields legibly; additionally has a crossed-out amount with an initial beside it. Context: under the strict-validation profile, during the quarterly review. Reported by the review queue.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_44aa84abf3eb6501_n
noul
[ "false", "true" ]
[ 0.67, 0.33 ]
A scanned w-2 shows signs of photocopy degradation; additionally has a date in DD/MM vs MM/DD ambiguity. Context: with manual-review queueing, at the end of the fiscal period. Reported by the on-call engineer.
Is this scenario one where: the form is complete?
form_extraction
structured
yuri_v3
v3_125f2dc6cb19eec5_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0, 0.06, 0.02, 0.92 ]
A passport scan has a currency symbol from the wrong locale; additionally shows signs of photocopy degradation. Context: with manual-review queueing, at the end of the fiscal period. Reported by the on-call engineer.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_6c242aee70d3b1a4_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0.03, 0.19, 0.01, 0.77 ]
A scanned w-2 lists 9 items with consistent math; additionally has a currency symbol from the wrong locale. Context: with manual-review queueing, mid-incident. Reported by the operator.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_b86d30c9e79d34ea_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.17, 0.65, 0.18, 0, 0 ]
A passport scan shows signs of photocopy degradation; additionally includes all required fields legibly. Context: with manual-review queueing, at the end of the fiscal period. Reported by the automated check.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_47672a2b6d5563af_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0, 0.18, 0, 0.82 ]
A scanned w-2 shows a smudged but readable total; additionally has a crossed-out amount with an initial beside it. Context: in the high-volume batch, during an external partner integration. Reported by the review queue.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_4771508d4731556d_n
noul
[ "false", "true" ]
[ 0.69, 0.31 ]
A scanned w-2 shows a smudged but readable total; additionally has a date in DD/MM vs MM/DD ambiguity. Context: in the high-volume batch, with staffing at reduced levels. Reported by the on-call engineer.
Is this scenario one where: the form is complete?
form_extraction
structured
yuri_v3
v3_c9f2f4d5c698b0c1_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.05, 0.9, 0.05, 0 ]
An invoice pdf has a date in DD/MM vs MM/DD ambiguity; additionally has the signature field empty. Context: against the 2026 form revision, as part of a compliance sweep. Reported by the automated check.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_db52d2640658e5f8_n
noul
[ "false", "true" ]
[ 0.5, 0.5 ]
A scanned w-2 matches the schema exactly; additionally has a crossed-out amount with an initial beside it. Context: in the high-volume batch, with a new vendor onboarded. Reported by the operator.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_27afd33be1508891_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.22, 0.76, 0, 0.02 ]
A hand-written order form lists 9 items with consistent math; additionally shows signs of photocopy degradation. Context: against the 2026 form revision, immediately after go-live. Reported by the automated check.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_a575dea457a71118_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.06, 0.21, 0.55, 0.17, 0.01 ]
A scanned w-2 has a crossed-out amount with an initial beside it; additionally lists 9 items with consistent math. Context: against the 2026 form revision, during peak load. Reported by the automated check.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_916bf8a447c9178a_n
noul
[ "false", "true" ]
[ 0.73, 0.27 ]
An invoice pdf has a date in DD/MM vs MM/DD ambiguity; additionally includes all required fields legibly. Context: under the strict-validation profile, during peak load. Reported by the on-call engineer.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_6b6e25e251ddd9c4_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.02, 0.11, 0.71, 0.15, 0 ]
A scanned w-2 has a currency symbol from the wrong locale; additionally has the signature field empty. Context: under the strict-validation profile, during the morning shift. Reported by the on-call engineer.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_7079cdd2075cdf38_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.02, 0.52, 0.45, 0.01 ]
An invoice pdf has a crossed-out amount with an initial beside it; additionally shows signs of photocopy degradation. Context: against the 2026 form revision, mid-incident. Reported by the review queue.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_b3a7f6c44672b34a_n
noul
[ "false", "true" ]
[ 0.6, 0.4 ]
A hand-written order form has a crossed-out amount with an initial beside it; additionally shows signs of photocopy degradation. Context: against the 2026 form revision, immediately after go-live. Reported by the operator.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_93c3fce6aeb3d35d_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.05, 0.77, 0.17, 0 ]
A scanned w-2 has a crossed-out amount with an initial beside it; additionally has a date in DD/MM vs MM/DD ambiguity. Context: in the high-volume batch, immediately after go-live. Reported by the automated check.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_bc8c2ab1aebae8fb_n
noul
[ "false", "true" ]
[ 0.21, 0.79 ]
A scanned w-2 includes all required fields legibly; additionally lists 9 items with consistent math. Context: with manual-review queueing, while legacy systems are still active. Reported by the on-call engineer.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_6a643af37579fe53_n
noul
[ "false", "true" ]
[ 0.75, 0.25 ]
A passport scan includes all required fields legibly; additionally has a date in DD/MM vs MM/DD ambiguity. Context: under the strict-validation profile, at the end of the fiscal period. Reported by the review queue.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_b47ca317cf7a1061_n
noul
[ "false", "true" ]
[ 0.53, 0.47 ]
A hand-written order form has a currency symbol from the wrong locale; additionally matches the schema exactly. Context: against the 2026 form revision, during normal operations. Reported by the operator.
Is this scenario one where: the values are internally consistent?
form_extraction
structured
yuri_v3
v3_0e5ac6509c27de69_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.32, 0.46, 0.22, 0, 0 ]
An invoice pdf shows a smudged but readable total; additionally lists 9 items with consistent math. Context: in the high-volume batch, at the end of the fiscal period. Reported by the review queue.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_5fbc247dd2efa7c9_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.03, 0.1, 0.68, 0.18, 0.01 ]
An invoice pdf has a crossed-out amount with an initial beside it; additionally is missing the middle initial only. Context: under the strict-validation profile, following a recent audit. Reported by the on-call engineer.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_bb95fea874733969_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.05, 0.95, 0, 0 ]
A passport scan lists 9 items with consistent math; additionally shows signs of photocopy degradation. Context: against the 2026 form revision, following a recent audit. Reported by the review queue.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_6fa808a59ee801a0_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.04, 0.19, 0.76, 0.01, 0 ]
An invoice pdf has a currency symbol from the wrong locale; additionally shows a smudged but readable total. Context: with manual-review queueing, during peak load. Reported by the automated check.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_b65fdffe6081f7ee_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.2, 0.51, 0.25, 0.04, 0 ]
A scanned w-2 includes all required fields legibly; additionally has a crossed-out amount with an initial beside it. Context: in the high-volume batch, with staffing at reduced levels. Reported by the review queue.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_078eae6c37be2ec0_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.25, 0.67, 0.01, 0.07 ]
A hand-written order form shows signs of photocopy degradation; additionally matches the schema exactly. Context: against the 2026 form revision, under an active deadline. Reported by the monitoring system.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_e22f787dc7b0e473_n
noul
[ "false", "true" ]
[ 0.9, 0.1 ]
An invoice pdf has a currency symbol from the wrong locale; additionally has a crossed-out amount with an initial beside it. Context: under the strict-validation profile, with a new vendor onboarded. Reported by the monitoring system.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_7dfc239450d2c461_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0, 0.99, 0, 0.01 ]
A hand-written order form has a currency symbol from the wrong locale; additionally shows signs of photocopy degradation. Context: with manual-review queueing, under reduced staffing. Reported by the operator.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_7d240bee76844dd7_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.19, 0.81, 0, 0 ]
A hand-written order form matches the schema exactly; additionally has a crossed-out amount with an initial beside it. Context: under the strict-validation profile, with staffing at reduced levels. Reported by the supervisor.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_f5b8964ac0b6c842_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0.08, 0.24, 0.02, 0.66 ]
A scanned w-2 has a crossed-out amount with an initial beside it; additionally matches the schema exactly. Context: under the strict-validation profile, with staffing at reduced levels. Reported by the operator.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_115f5eeca2aa8c97_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0.01, 0.39, 0.39, 0.21 ]
An invoice pdf has a currency symbol from the wrong locale; additionally matches the schema exactly. Context: under the strict-validation profile, during the system migration. Reported by the supervisor.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_1efad003ce7d230e_n
noul
[ "false", "true" ]
[ 0.54, 0.46 ]
A scanned w-2 matches the schema exactly; additionally has the signature field empty. Context: with manual-review queueing, as part of a compliance sweep. Reported by the review queue.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_93eaed1f37d4dc7f_n
noul
[ "false", "true" ]
[ 0.5, 0.5 ]
A passport scan lists 9 items with consistent math; additionally has a currency symbol from the wrong locale. Context: with manual-review queueing, during the morning shift. Reported by the review queue.
Is this scenario one where: the form is complete?
form_extraction
structured
yuri_v3
v3_7e81d5dea3714bcc_n
noul
[ "false", "true" ]
[ 0.41, 0.59 ]
A scanned w-2 shows signs of photocopy degradation; additionally matches the schema exactly. Context: with manual-review queueing, shortly after a software update. Reported by the operator.
Is this scenario one where: this passes validation?
form_extraction
structured
yuri_v3
v3_2cd639f90df41278_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.01, 0.05, 0.66, 0.26, 0.01 ]
A passport scan has a date in DD/MM vs MM/DD ambiguity; additionally has a currency symbol from the wrong locale. Context: under the strict-validation profile, mid-incident. Reported by the on-call engineer.
Rate extraction confidence for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_943bd72911d1271b_c
choice
[ "auto_accept", "flag", "reject", "route_human" ]
[ 0.47, 0.06, 0, 0.47 ]
A passport scan matches the schema exactly; additionally lists 9 items with consistent math. Context: with manual-review queueing, with staffing at reduced levels. Reported by the on-call engineer.
Processing for this scenario.
form_extraction
structured
yuri_v3
v3_cf7c22892f893111_n
noul
[ "false", "true" ]
[ 0.16, 0.84 ]
An invoice pdf lists 9 items with consistent math; additionally matches the schema exactly. Context: against the 2026 form revision, under an active deadline. Reported by the operator.
Is this scenario one where: the form is complete?
form_extraction
structured
yuri_v3
v3_97b824446e34add4_c
choice
[ "extracted", "needs_review", "missing", "illegible" ]
[ 0.01, 0.99, 0, 0 ]
A passport scan has a currency symbol from the wrong locale; additionally has a crossed-out amount with an initial beside it. Context: in the high-volume batch, under an active deadline. Reported by the operator.
Field status for this scenario.
form_extraction
structured
yuri_v3
v3_1ad3c9c9c857e103_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.0707, 0.2222, 0.6869, 0.0202, 0 ]
A hand-written order form is missing the middle initial only; additionally shows signs of photocopy degradation. Context: under the strict-validation profile, during an external partner integration. Reported by the automated check.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
v3_b673a7820df01a43_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.05, 0.78, 0.16, 0 ]
An invoice pdf has a crossed-out amount with an initial beside it; additionally shows a smudged but readable total. Context: with manual-review queueing, with a new vendor onboarded. Reported by the monitoring system.
Rate document quality for this scenario on a 0-5 scale.
form_extraction
structured
yuri_v3
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JEV corpus - form_extraction

7,828 typed calibrated decision rows from the jev-distill-corpus-v3 corpus (domain: form_extraction).

Each row is one typed decision: kind (noul / choice / score), a state, a question, options, and a target probability distribution over the options.

Part of the per-domain split of SargeDev/jev-distill-corpus-v3 - the full corpus in one repo.

Domains:

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