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Paper Citation Record · LEDGER

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

As of 24 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 4 inbound Pith citation observations for arXiv:2502.05036.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.05036 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:35:18.959683Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:28:33.073717Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T17:38:44.090772Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved38
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 617e75a7-6b26-49f7-bb23-b8ae74277ce5 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.402905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.800537Z digest=sha256:26635c8643d574e80c9b135b2b2a00fb5c846f7f69b08d36920bfaca5a0c16b6

Observation 0a14e42c-a5c0-49e9-b0dd-02ac106433c7 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.395298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.803252Z digest=sha256:65ecfebacd5cad508a477f11c018bebf4fcd4bca99d4ea44f27bd390a0c56267

Observation 7ea07c9a-b678-4a63-a013-e604df80b160 · outbound

This paper cites Scoring Scale: • 1 Point: Very poor, unable to understand or severely lacking information.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Scoring Scale: • 1 Point: Very poor, unable to understand or severely lacking information

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.387561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.806275Z digest=sha256:215385e2b82c23052fe5e052f3a23ff1baa383c52cf0d5e0395513712eb87138

Observation e2064b59-e1ee-430e-a1e1-e4f92f9f9690 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.356464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.819427Z digest=sha256:b3d6e39640485e606af8ea67577df0fa1b6d0a7889a0cce46630954b5f2679b3

Observation 4b6c8fbd-a54b-464a-a403-a29fd1135ff8 · outbound

This paper cites Proceedings of the VLDB Endowment , 17(12):3920–3933.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Proceedings of the VLDB Endowment , 17(12):3920–3933

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.410928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.797618Z digest=sha256:b2bea6729ad829d20cc71108d95df0e489956bf20e01cd614e4a68facff98842

Observation 08646b60-dad5-44eb-a1fb-6b8b8d78ccef · outbound

This paper cites The query involves joining these two tables to analyze order amounts by customer type and month, which requires aggregation and time-based binning.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow The query involves joining these two tables to analyze order amounts by customer type and month, which requires aggregation and time-based binning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.154923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.894289Z digest=sha256:1e072d9f15a8038afcedf502b8f4cd4c6e1c5bfd71633bc567ff58f22c3e872b

Observation f480844d-2942-4cad-b2e6-a232348966f1 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.379712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.809426Z digest=sha256:32320e16fcc3bc64dd9d715b07890ea8ec8b9b2b28a9746b37eb4ac821fc3931

Observation 8aee5eea-d4df-4ab3-b0d3-4a2b1680515d · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.371716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.812437Z digest=sha256:1c848d3b5100fcb9545936b088d464592f211ce7879b358617cca749f083be2b

Observation b570a4b6-30d5-4788-9bed-639787d0c8dd · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.363992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.816142Z digest=sha256:2697ca500e6792b0b8761382d117415f71b164bb90ebc247f84ea128489b5e70

Observation 09713254-0527-4ef7-8e57-a5d8cac820eb · outbound

This paper cites Evaluation process:.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Evaluation process:

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.348501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.822284Z digest=sha256:771cd1669292b137e029d5cc3f0dde78c3c6d3bb9d547dcd6c0f310040c957b6

Observation 2238a7e2-4f1a-4851-baaf-c0369d64b30e · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.341299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.825209Z digest=sha256:ea44604820dbe8e82a40d53d3a80b058a0bd07efd4d0f13376331029dd041ef1

Observation 5222e65b-a7b3-460c-a46f-ed9ec6d6a801 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.334421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.828102Z digest=sha256:a23ebeddc99bd43ddc26158bea38fc79d25d4ed09900a193f62a36303f7357d4

Observation 84dd209d-4573-4615-933b-4702ab676ed7 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.327306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.830883Z digest=sha256:f3e0924a48a732d002f3159046e98720f09bdeac611a3285d886159fda629484

Observation 7cbbb614-21c7-4bc2-8f50-5884871663ba · outbound

This paper cites CREATE VIEW {table_name} AS SELECT * FROM read_csv_auto('{os.path.join(data_folder, file)}').

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow CREATE VIEW {table_name} AS SELECT * FROM read_csv_auto('{os.path.join(data_folder, file)}')

Reference 17

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T20:35:19.319743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.833813Z digest=sha256:eff8be3548c8bad962e12a0c8496ae2f9da99302d3e198fc593e408b42f0a869

Observation 346833f5-d36f-424b-9fef-27155dae8779 · outbound

This paper cites - Only exclude columns that are completely irrelevant.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow - Only exclude columns that are completely irrelevant

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.311237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.836941Z digest=sha256:025f79e812519cd68a1b11dd0227c3480e9d3ed726a2a0941e1c22c13deebe0d

Observation 1dc2a3a3-ad92-4968-a005-96853a289057 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.303439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.840145Z digest=sha256:4461af0967669d030e214626f74a640eed2017570179febafce4e5fd5757d47c

Observation 3689bfd4-f3f7-459c-ae29-1b2bc1807f42 · outbound

This paper cites - Include the number of tables, total columns, and any notable relationships or patterns.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow - Include the number of tables, total columns, and any notable relationships or patterns

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.295592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.843025Z digest=sha256:96d9a541faa16b16dda7a79cb09a25b76d8b4fa467ee1500d5f09284b4310d0f

Observation d781072c-c1a5-4892-b7c3-2116167f94cf · outbound

This paper cites Student": [.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Student": [

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.287247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.845824Z digest=sha256:6eef267cd51ab8a414a921484ff2225a88428c666381b27d453ce0a2ee54b55c

Observation 1dc11573-7cd8-44f9-9e7e-6157658d9e85 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.278929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.848954Z digest=sha256:fabc35d91ce86599e5f543945c21f57f0a30a031d4224b05ea1fd4970c85ab7e

Observation 20ddba4b-5828-44fb-8faa-781e38cef385 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.271277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.851817Z digest=sha256:163119bfa7cf3b13b7c76ab8c3bddd7e8ef2532e7d739ed01d855bc19f8703d0

Observation 29aa0275-63d9-45d0-9753-fafb94a8fcb9 · outbound

This paper cites VIS TYPE + SQL + BINNING.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.263460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.854663Z digest=sha256:ed7bc2e92ada02f61adcf2afa0430e9dde44ea290d1b018214b23cd8387635b1

Observation 9912076d-71ad-4eba-927d-8b9b3e0615b1 · outbound

This paper cites There is a one-to-many relationship between Customers and Orders through the customer_id foreign key.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow There is a one-to-many relationship between Customers and Orders through the customer_id foreign key

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.203330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.877358Z digest=sha256:afa676557db30bd95b5a8d80a16b4155f617acdd0dffa8ece79fecee19a5a581

Observation ee4fd2fb-8e43-47b3-838d-eec3dd57fa59 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.195011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.880290Z digest=sha256:287b000967c1bf16e0bb3f2e12809ab1d33405add119cddd2d3fa4784bdf8222

Observation 67aa75b9-acba-4dae-97c7-faff4e269c58 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.186468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.882940Z digest=sha256:0cac48494515e84a1b384b913344502ce0a41e2f76fa7a2b8ce82f51e1051d66

Observation 01dd9f06-961e-4fbf-b01d-46b93cfb79e0 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.178580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.885896Z digest=sha256:b6858db5771d5990570b5ef9da8af265964ac810f2510e82d0114519e8d2aa6c

Observation 967dc8f9-9dd3-4ac0-8412-cce3f1f3941e · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.170792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.888958Z digest=sha256:93b4a6ffbcf7525dbb5daba6a9035ebead69e2d738627f86f1165a5230a334db

Observation e7e4e7d4-87cc-4d7b-82b1-3ba724bb170d · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.162751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.891677Z digest=sha256:299ae759c43f077d0fe68e795086c50c742cfcad0ad5717faaa918c27d9e6e9e

Observation 7f8cc99f-95be-4161-a0cb-e62e9c3f799d · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.146588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.897280Z digest=sha256:1f657e483763fc20aeb6d2412b41470f715109177a2076317dbd74512ec4655c

Observation 3d171f11-e3c4-4d52-b16b-9658302705fe · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.138512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.899578Z digest=sha256:c20c780c6c6f5736422d27b99486a0d8144f3244213ee48789c7865cc2cb7a06

Observation c7672acd-67ee-40fe-8bf4-c02b697077b7 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.130762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.901737Z digest=sha256:9113c90758f6257c55d88a35eae92245d48351a5512ce560e964c512c6079e5b

Observation 852a20e6-e1a3-4db8-a231-fe2b7f5d0413 · outbound

This paper cites VIS TYPE + SQL + BINNING.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.122549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.903887Z digest=sha256:16f79d5e57c07adb5a5ba1bdb2ca61c4e73e2a618f824b8ad01c5e167cd1631f

Observation 444f072b-1ed1-44a0-bc71-31c6bad7f48c · outbound

This paper cites For simple visualizations: - SELECT exactly TWO columns, X-axis and Y-axis(usually aggregate function) b.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow For simple visualizations: - SELECT exactly TWO columns, X-axis and Y-axis(usually aggregate function) b

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.240213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.910623Z digest=sha256:319731497654a2dd0eb99e1f5df5cfd9660564ca57f7d05d487338d645979e43

Observation b45ad8e1-54d3-4d97-9125-966057f756e5 · outbound

This paper cites COLORED BY.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow COLORED BY

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.224496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.914750Z digest=sha256:b54235aed8a5a3ced65c77e139dadb76a5ebf8030606c7989da71d1af9700d00

Observation 40d556ef-e069-4a3b-84ab-a545f78a0a0b · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.217245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.916856Z digest=sha256:a499f108b5386379f476b4d339ce1488916eda959612c8d953ab2bc425440b43

Observation 22bf8cce-2745-4b94-ba41-ee6e9edb6b02 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.210369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.918865Z digest=sha256:84fc7401f7a40a72d65f7fa441a7410b04c76389be32bc4718e553e422dadb31

Observation 95efbe74-c4b6-48e4-8751-71733b27ab68 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.114586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.920952Z digest=sha256:a830be8f798f695cf7ac5819e0a2617a949c36f991e12200b47461fe814f51b2

Observation 37e307c2-2f9c-42e2-8fae-7c4a97ed3df2 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.107318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.923665Z digest=sha256:c90c14e854136a07b1c5d3496afe4b6baaea878e34e3141dc7c483267731f645

Observation 240447fb-ebe7-4a12-af8b-bd136c01f53b · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.100265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.925922Z digest=sha256:1349c8099edfa5df7b7a77fd6296a81a5a2c6df787a619db6155c83a6de75e79

Observation 24986794-6cc5-4d04-b9bd-1a8fb2968082 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.093245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.928143Z digest=sha256:4eb4552566fbe596a1e0270d8c944666b9588e8777374e007439d30223bec0e9

Observation 1e7436e1-4bcc-484b-8d7a-4aee406c965c · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.086252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.930438Z digest=sha256:8cefd76a6e54bd503087f3e3cbeedfe886faff5d1a2fa06d3899d9cd5ea11887

Observation 5b6333aa-bd2d-4061-8197-e58d45949da4 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.077994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.932515Z digest=sha256:39b562d7ef8e842ce1f9f2136c7eea4d8652220c66824e20436e8360639be5db

Observation d85a9b22-61c4-4481-ac6b-0b29b9e67c5f · outbound

This paper cites The query involves joining these two tables to analyze the number of courses offered by the Psychology department each year, which requires aggregation and time-based binning.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow The query involves joining these two tables to analyze the number of courses offered by the Psychology department each year, which requires aggregation and time-based binning

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.070217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.935106Z digest=sha256:7fcb8e927ef3f2e2f93c69b3e6d49e23bd1ec36c0a75d4c7f439b4e13f6055af

Observation 21943a5a-8746-4a05-8cf6-0058fd280fc8 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.060982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.937875Z digest=sha256:c5710423c7dc7c8e31eaa162c07e3e291568d4c932cbfab0b71ae447f11ac0f2

Observation 57622507-957e-4b45-b47c-92a72bdd16d7 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.052091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.940462Z digest=sha256:ed1821a333fa6143e9aff34ead8dd2cd86efe1270a84a9697cb20815b2111eeb

Observation de5f2134-69e4-44a4-8e75-7341dc1a58fc · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.043961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.943550Z digest=sha256:75a0b4aa82d14201b414cd38558eb7904fd7e7d96d2ee8dc77de03648fb59a81

Observation 122199a6-1239-414b-b24d-2af84e0c9a41 · outbound

This paper cites VIS TYPE + SQL + BINNING.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.035202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.946340Z digest=sha256:195e97c46a515782c59fef3d4a8e334e8a72df541c9422c3069c458f1988de78

Observation 3d24a7d3-db82-48e8-863e-ccfbf1ba7a65 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.255755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.949247Z digest=sha256:9d5cc90d82c54711e4a62d20449ebb6badf465abd9e27d5bfd0ea47ded0d7f5b

Observation eef6f12d-9b4e-44c6-8868-f9c7c07ec056 · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.247754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.951860Z digest=sha256:06703797c648e8a62358d4488c9a5236c18e067c5ef7b54ee916671fe56b6a46

Observation e7ef0107-2b63-418d-bb32-865b0435ade7 · outbound

This paper cites For simple visualizations: - SELECT exactly TWO columns, X-axis and Y-axis(usually aggregate function) b.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow For simple visualizations: - SELECT exactly TWO columns, X-axis and Y-axis(usually aggregate function) b

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.026134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.954377Z digest=sha256:c2d301a5e054a994cc402043474a0842e2218c68aba65f64daa4dc173efa7aed

Observation d50bbc63-d76c-4016-8ada-6d31ef3e2eff · outbound

This paper cites an unresolved cited work.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-08T20:35:19.232070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.957237Z digest=sha256:1b5abcab6089dfb261d11b0c70cc583c17d5de793c619d93da953ef85af5b9a3

Observation 371c7504-fa2f-4417-bea9-2b6c155dc4af · outbound

This paper cites COLORED BY.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow COLORED BY

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T20:35:19.015865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-08T20:35:18.959683Z digest=sha256:668beb86bc56157c6e7c8ee9da83d0170bc9a8b1114788d78bb9240ef30d4435

Observation 8eefc5e4-4ce2-46ca-8000-edfca3e5ee39 · outbound

This paper cites nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-08T20:35:18.787762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:35:18.787762Z digest=sha256:7ef568a0c875ee6f138ecc1c9f54e969b434e54ae9602e36d157c99c50a3073d

Observation c020b157-96a0-4eb6-b648-0e302e5b9f34 · outbound

This paper cites TQA-Bench: Evaluating LLMs for Multi-Table Question Answering.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow TQA-Bench: Evaluating LLMs for Multi-Table Question Answering

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-08T20:35:18.791454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:35:18.791454Z digest=sha256:6e7efafddbe84989b160bba1b05778c30dbc43118eb00ca00e514be16caad350

Observation 257803f5-4870-4a56-8318-f7ac5f9b8318 · outbound

This paper cites Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-08T20:35:18.794505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:35:18.794505Z digest=sha256:97e1a3aaf8480bcccf88f3a270c15e638d85e3528f6746bad61d1fccaa36e0d7

Observation 085cdbc7-72ff-4baa-92c2-bbd77bcfe67a · outbound

This paper cites SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration.

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-08T20:35:18.783150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T20:35:18.783150Z digest=sha256:77d1723158b00307d93a55735c00487cc7d84a47be8e19d64a8e75712ce09fc6

Pith citing papers

Observation 99add94a-111c-4209-a405-7ddb19a9234a · inbound

ParaView-MCP: An Autonomous Visualization Agent with Direct Tool Use cites this paper.

ParaView-MCP: An Autonomous Visualization Agent with Direct Tool Use nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T22:28:33.073717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:28:33.073717Z digest=sha256:fc93ab13cca3b21424fe7a241d127e0a120715c4e8e39528fdfce218c6d4698e

Observation 915e1122-2b9d-485c-a6d0-f5c6e4662c5c · inbound

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation cites this paper.

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:33.477774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:33.477774Z digest=sha256:fcb59540b819a5dd675ac2562c5fdd1c486fa3fba9492ea7cba03bfaa9c07cf5

Observation 63ba658f-34df-4762-9b19-2f94e26763e1 · inbound

Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation cites this paper.

Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:01:10.722350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T07:33:56.072188Z digest=sha256:d450bf8ecd82e7dc74e3f060126b3a6e7d3a62fbb24a24636794e314f807797b

Observation 831e3999-9287-4eb0-99d6-3071163f9c5f · inbound

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence cites this paper.

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-07-03T17:38:44.092247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T03:57:19.028507Z digest=sha256:28f85ec6f5d167df2737c6ee4d595a79e059576767bea2bd80ff2ddf3007c11e