Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T20:35:18.959683Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 3 inbound Pith citation observations for arXiv:2502.05036.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T20:35:18.959683Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:33.477774Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T17:38:44.090772Z
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 617e75a7-6b26-49f7-bb23-b8ae74277ce5 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0a14e42c-a5c0-49e9-b0dd-02ac106433c7 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7ea07c9a-b678-4a63-a013-e604df80b160 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e2064b59-e1ee-430e-a1e1-e4f92f9f9690 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4b6c8fbd-a54b-464a-a403-a29fd1135ff8 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Proceedings of the VLDB Endowment , 17(12):3920–3933
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 08646b60-dad5-44eb-a1fb-6b8b8d78ccef · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f480844d-2942-4cad-b2e6-a232348966f1 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8aee5eea-d4df-4ab3-b0d3-4a2b1680515d · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b570a4b6-30d5-4788-9bed-639787d0c8dd · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 09713254-0527-4ef7-8e57-a5d8cac820eb · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Evaluation process:
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2238a7e2-4f1a-4851-baaf-c0369d64b30e · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5222e65b-a7b3-460c-a46f-ed9ec6d6a801 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 84dd209d-4573-4615-933b-4702ab676ed7 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7cbbb614-21c7-4bc2-8f50-5884871663ba · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 346833f5-d36f-424b-9fef-27155dae8779 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow - Only exclude columns that are completely irrelevant
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1dc2a3a3-ad92-4968-a005-96853a289057 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3689bfd4-f3f7-459c-ae29-1b2bc1807f42 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d781072c-c1a5-4892-b7c3-2116167f94cf · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Student": [
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1dc11573-7cd8-44f9-9e7e-6157658d9e85 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 20ddba4b-5828-44fb-8faa-781e38cef385 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29aa0275-63d9-45d0-9753-fafb94a8fcb9 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9912076d-71ad-4eba-927d-8b9b3e0615b1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ee4fd2fb-8e43-47b3-838d-eec3dd57fa59 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 67aa75b9-acba-4dae-97c7-faff4e269c58 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 01dd9f06-961e-4fbf-b01d-46b93cfb79e0 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 967dc8f9-9dd3-4ac0-8412-cce3f1f3941e · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e7e4e7d4-87cc-4d7b-82b1-3ba724bb170d · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7f8cc99f-95be-4161-a0cb-e62e9c3f799d · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d171f11-e3c4-4d52-b16b-9658302705fe · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c7672acd-67ee-40fe-8bf4-c02b697077b7 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 852a20e6-e1a3-4db8-a231-fe2b7f5d0413 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 444f072b-1ed1-44a0-bc71-31c6bad7f48c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b45ad8e1-54d3-4d97-9125-966057f756e5 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow COLORED BY
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 40d556ef-e069-4a3b-84ab-a545f78a0a0b · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 22bf8cce-2745-4b94-ba41-ee6e9edb6b02 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 95efbe74-c4b6-48e4-8751-71733b27ab68 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37e307c2-2f9c-42e2-8fae-7c4a97ed3df2 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 240447fb-ebe7-4a12-af8b-bd136c01f53b · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 24986794-6cc5-4d04-b9bd-1a8fb2968082 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1e7436e1-4bcc-484b-8d7a-4aee406c965c · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5b6333aa-bd2d-4061-8197-e58d45949da4 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d85a9b22-61c4-4481-ac6b-0b29b9e67c5f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 21943a5a-8746-4a05-8cf6-0058fd280fc8 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 57622507-957e-4b45-b47c-92a72bdd16d7 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation de5f2134-69e4-44a4-8e75-7341dc1a58fc · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 122199a6-1239-414b-b24d-2af84e0c9a41 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow VIS TYPE + SQL + BINNING
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d24a7d3-db82-48e8-863e-ccfbf1ba7a65 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eef6f12d-9b4e-44c6-8868-f9c7c07ec056 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e7ef0107-2b63-418d-bb32-865b0435ade7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d50bbc63-d76c-4016-8ada-6d31ef3e2eff · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 371c7504-fa2f-4417-bea9-2b6c155dc4af · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow COLORED BY
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8eefc5e4-4ce2-46ca-8000-edfca3e5ee39 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c020b157-96a0-4eb6-b648-0e302e5b9f34 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow TQA-Bench: Evaluating LLMs for Multi-Table Question Answering
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 257803f5-4870-4a56-8318-f7ac5f9b8318 · outbound
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 085cdbc7-72ff-4baa-92c2-bbd77bcfe67a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 915e1122-2b9d-485c-a6d0-f5c6e4662c5c · inbound
VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63ba658f-34df-4762-9b19-2f94e26763e1 · inbound
Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 831e3999-9287-4eb0-99d6-3071163f9c5f · inbound
Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.