read-only demo — this instance accepts no writes of any kind. Adjudications, adoptions, and promotions are all refused (403). Real HITL happens only on a locally writable workbench.
InvoiceLoop Workbench
Chinese
Extraction correctness is untrustworthy; support is verifiable. You decide — the system shows evidence, not verdicts.
Inputs are outside the calibration set (§12): calibration numbers (4.2×, 78%) do not directly apply. Per-document mechanical checks (binding, gates, freeze, adjudication) need no calibration.

25 / 30 reviewed

All Pending(5) Decided

Needs adjudication (18)

002e3cf9 Buyer namebuyer_name MR. RICH HABEGGER unsupported arith:—cite:—2-mode:passpresent:passform:passvision:— Confirm absent Adjudicate →
Task: DWS read “MR. RICH HABEGGER” as Buyer name. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
DWS pointed here (for review):
ES-0005 p1 · '*" ' W i i ' l l ' y^i/- • ^ ^ W ?
i ' l l ' ^ ^ ' W I H H I — ^ W I — < — • Ii • ;^d^^R;.. RICH. ^ W R y - RJCH HABEGGER ^•.'•^^"^•SME/RJR" • MAIN ST. 13TH &^7#4&1?.N: MA'I
  • dws_understand: “MR. RICH HABEGGER” — binding
  • dws_agentic: “MR. RICH HABEGGER” — binding
  • draft rejected at freeze (value doesn't bind to this document)
  • visual gate not measured
Current: HD-0001 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
002e3cf9 Due datedue_date (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no Due date. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1
GF-0006
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0002 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
002e3cf9 Seller VAT IDseller_vat_id (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no Seller VAT ID. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1
GF-0005
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0003 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
002e3cf9 Total (net)total_net (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no Total (net). Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1
GF-0003
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0004 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
002e3cf9 VATtotal_vat (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no VAT. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1
GF-0004
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0005 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
003cc916 Buyer namebuyer_name (no value) unsupported arith:—cite:—2-mode:failpresent:failform:—vision:— Accept Adjudicate →
Task: DWS gave no Buyer name. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1 p2
GF-0011
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0009 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
003cc916 Due datedue_date (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no Due date. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1 p2
GF-0013
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0010 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
003cc916 Seller VAT IDseller_vat_id (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no Seller VAT ID. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1 p2
GF-0010
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0011 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
003cc916 Total (net)total_net (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no Total (net). Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1 p2
GF-0008
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0012 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
003cc916 VATtotal_vat (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no VAT. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Evidence & limitations
No citation region — see full page: p1 p2
GF-0009
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0013 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 Seller VAT IDseller_vat_id (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no Seller VAT ID. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Vision suggestion vision readers can't read it either
Evidence & limitations
No citation region — see full page: p1
GF-0016
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0017 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 Total (net)total_net (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no Total (net). Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Vision suggestion vision readers can't read it either
Evidence & limitations
No citation region — see full page: p1
GF-0014
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0018 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 VATtotal_vat (no value) unsupported arith:—cite:—2-mode:passpresent:failform:—vision:— Confirm absent Adjudicate →
Task: DWS gave no VAT. Check whether the page states it explicitly; do not derive it from another field or from payment terms.
Vision suggestion vision readers can't read it either
Evidence & limitations
No citation region — see full page: p1
GF-0015
  • DWS returned no value for this field
  • visual gate not measured
Current: HD-0019 · confirm_absent · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
002e3cf9 Invoice numberinvoice_number t 096084 single source arith:—cite:fail2-mode:failpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “t 096084” as Invoice number. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
DWS pointed here (for review):
ES-0001 p1 · CHARLOTTE, NC 28206
Document Numbers 096084 Document Date: 12/09/99
  • value not found in DWS's cited region (possible misplacement)
  • visual gate not measured
Current: HD-0006 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
003cc916 Invoice numberinvoice_number 58-0391492 corroborated arith:—cite:pass2-mode:failpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “58-0391492” as Invoice number. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0007 p1 · NONE
.D. NO. TAXPAYER'S I 58•0391492
ES-0008 p2 · NONE
. NO . 58•0391492 TAXPAYERS LD
  • dws_agentic: “83519” — binding
  • visual gate not measured
Current: HD-0014 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 Buyer namebuyer_name Cumulus-Muskegon - WVIB-FM corroborated arith:—cite:—2-mode:failpresent:passform:passvision:warn Accept Adjudicate →
Task: DWS read “Cumulus-Muskegon - WVIB-FM” as Buyer name. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Vision suggestion SHIYA IFA3/3 readers agree
Evidence & limitations
Value found here (corroborating):
ES-0018 p1 · NONE
Remit To: 3646 Momentum Place Chicago, IL 60689-5336 Station: Cumulus-Muskegon - WVIB-FM Phone#: 616-855-8304
  • citation not mechanically checkable (no cited region)
Current: HD-0020 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 Due datedue_date Terms: Due on Receipt corroborated arith:—cite:—2-mode:passpresent:passform:failvision:— Accept Adjudicate →
Task: DWS read “Terms: Due on Receipt” as Due date. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Vision suggestion vision readers can't read it either
Evidence & limitations
Value found here (corroborating):
ES-0020 p1 · NONE
Advt#2020 Terms: Due on Receipt Day Date Time Thu 07/26/18 6:18AM
  • visual gate not measured
  • citation not mechanically checkable (no cited region)
Current: HD-0021 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 Seller nameseller_name SHIYA IFA corroborated arith:—cite:—2-mode:failpresent:passform:passvision:warn Accept Adjudicate →
Task: DWS read “SHIYA IFA” as Seller name. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Vision suggestion Cumulus-Muskegon - WVIB-FM3/3 readers agree
Evidence & limitations
Value found here (corroborating):
ES-0017 p1 · Bill To:
To: SHIYA IFA 2015 ADDISON
  • citation not mechanically checkable (no cited region)
Current: HD-0022 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row

Corroborated — no machine flags, spot-check (12)

002e3cf9 Amount dueamount_due 250000.00 corroborated arith:passcite:pass2-mode:passpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “250000.00” as Amount due. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Amount triad (look once — you sign amount due)
Total (gross) 250000 .00 Total (net) (no value) Amount due 250000.00
Evidence & limitations
Value found here (corroborating):
ES-0002 p1 · ..Subtotal:
250000.00 •:.0,,0O 250000 *00
ES-0003 p1 · •• :'Tax ;. .>:';:, ; ( 1 'v •'".: t'^'" •;,•"'•••'.. • •".'" • '.' ." ' ' ••' 1 "•''•''ToVa'Ii.;^' :. ; ':^:v:. .•;•"•••'.'''•. " . "
250000.00 •:.0,,0O 250000 *00
  • visual gate not measured
Current: HD-0007 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
002e3cf9 Issue dateissue_date 12/09/99 corroborated arith:—cite:—2-mode:passpresent:passform:passvision:— Pending Adjudicate →
Task: DWS read “12/09/99” as Issue date. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0001 p1 · CHARLOTTE, NC 28206
Document Numbers 096084 Document Date: 12/09/99
ES-0006 p1 · NONE
Document Numbers 096084 Document Date: 12/09/99 Page; 1
  • visual gate not measured
  • citation not mechanically checkable (no cited region)
002e3cf9 Seller nameseller_name UMI PUBLICATIONS, INC corroborated arith:—cite:—2-mode:passpresent:passform:passvision:— Pending Adjudicate →
Task: DWS read “UMI PUBLICATIONS, INC” as Seller name. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0004 p1 · NONE
UMI PUBLICATIONS, INC. P. 6. BOX 90036 (28230) 1135 NORTH TRYON ST
  • visual gate not measured
  • citation not mechanically checkable (no cited region)
002e3cf9 Total (gross)total_gross 250000 .00 corroborated arith:passcite:pass2-mode:passpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “250000 .00” as Total (gross). Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0002 p1 · ..Subtotal:
250000.00 •:.0,,0O 250000 *00
ES-0003 p1 · •• :'Tax ;. .>:';:, ; ( 1 'v •'".: t'^'" •;,•"'•••'.. • •".'" • '.' ." ' ' ••' 1 "•''•''ToVa'Ii.;^' :. ; ':^:v:. .•;•"•••'.'''•. " . "
250000.00 •:.0,,0O 250000 *00
  • visual gate not measured
Current: HD-0008 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
003cc916 Amount dueamount_due $119,517.21 corroborated arith:passcite:pass2-mode:passpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “$119,517.21” as Amount due. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Amount triad (look once — you sign amount due)
Total (gross) $119,517.21 Total (net) (no value) Amount due $119,517.21
Evidence & limitations
Value found here (corroborating):
ES-0009 p2 · TOTAL :
$110,810.00 $119,517 .21
ES-0010 p2 · TOTAL :
$110,810.00 $119,517 .21
  • visual gate not measured
Current: HD-0015 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
003cc916 Issue dateissue_date September 24, 1999 corroborated arith:—cite:—2-mode:passpresent:passform:passvision:— Pending Adjudicate →
Task: DWS read “September 24, 1999” as Issue date. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0013 p1 · NONE
For Harry Huge, Esq. September 24, 1999
  • visual gate not measured
  • citation not mechanically checkable (no cited region)
003cc916 Seller nameseller_name POWELL, GOLDSTEIN, FRAZER @ MURPHY LLP corroborated arith:—cite:—2-mode:passpresent:passform:passvision:— Pending Adjudicate →
Task: DWS read “POWELL, GOLDSTEIN, FRAZER @ MURPHY LLP” as Seller name. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0011 p1 · NONE
IN ACCOUNT WITH POWELL, GOLDSTEIN, FRAZER & MURPHY LLP Sixth Floor N.W. 1001 PennsylvanlaAve .,
ES-0012 p2 · NONE
IN ACCOUNT WITH POWELL, GOLDSTEIN, FRAZER & MURPHY LLP Sixth Floor 1001 Pennsylvania Ave ., N .W.
  • visual gate not measured
  • citation not mechanically checkable (no cited region)
003cc916 Total (gross)total_gross $119,517.21 corroborated arith:passcite:pass2-mode:passpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “$119,517.21” as Total (gross). Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0009 p2 · TOTAL :
$110,810.00 $119,517 .21
ES-0010 p2 · TOTAL :
$110,810.00 $119,517 .21
  • visual gate not measured
Current: HD-0016 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 Amount dueamount_due $120.00 corroborated arith:passcite:pass2-mode:passpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “$120.00” as Amount due. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Amount triad (look once — you sign amount due)
Total (gross) $120.00 Total (net) (no value) Amount due $120.00
Evidence & limitations
Value found here (corroborating):
ES-0015 p1 · Amount Due
$10.00 B $10.00 B $120.00
ES-0016 p1 · Amount Due
$10.00 B $10.00 B $120.00
  • visual gate not measured
Current: HD-0023 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 Invoice numberinvoice_number 494804 corroborated arith:—cite:pass2-mode:passpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “494804” as Invoice number. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0014 p1 · NONE
Phone#: 616-855-8304 Invoice #: 494804 Invoice 07/31/18 Date:
ES-0019 p1 · MUSKEGON, MI 49441
Invoice #: 494804 Invoice 07/31/18 Date: Order #: 33523
  • visual gate not measured
Current: HD-0024 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
046e0c49 Issue dateissue_date 07/31/18 corroborated arith:—cite:—2-mode:passpresent:passform:passvision:— Pending Adjudicate →
Task: DWS read “07/31/18” as Issue date. Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0014 p1 · NONE
Phone#: 616-855-8304 Invoice #: 494804 Invoice 07/31/18 Date:
ES-0019 p1 · MUSKEGON, MI 49441
Invoice #: 494804 Invoice 07/31/18 Date: Order #: 33523
  • visual gate not measured
  • citation not mechanically checkable (no cited region)
046e0c49 Total (gross)total_gross $120.00 corroborated arith:passcite:pass2-mode:passpresent:passform:passvision:— Accept Adjudicate →
Task: DWS read “$120.00” as Total (gross). Confirm that the value actually belongs to this field, not merely that it appears somewhere on the page.
Evidence & limitations
Value found here (corroborating):
ES-0015 p1 · Amount Due
$10.00 B $10.00 B $120.00
ES-0016 p1 · Amount Due
$10.00 B $10.00 B $120.00
  • visual gate not measured
Current: HD-0025 · accept · demo-fixture (not a human review) · 2026-08-07T12:00:00+00:00 — submitting supersedes it
Reason:seeded by `invoiceloop demo` as a fixture so the delivery projection has something to project — no person looked at this row
review_snapshot_id=043190ee336b797e9e5bf830606b875eae8cd420f931df5983bdd1c35ce77062
field_ledger sha256=2c43028f20b2bef1878897012531867be238328e7a6743a2a96a790bf3b06441 · invoiceloop 0.2.0