Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:50:23.067780Z
Paper Citation Record · LEDGER
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.01344.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
18 of 18 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved7
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 23fbe24a-d55c-4c8d-9a09-454cc87ff8b0 · outbound
This paper cites You need to call tools even if you think you know the answer already.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents You need to call tools even if you think you know the answer already
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:24.435932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 635cdf42-d9a9-43da-8ce7-d758b42ae0cf · outbound
This paper cites Never use variable names as the action arguments, use the value instead.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Never use variable names as the action arguments, use the value instead
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:50:22.445425Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bb9b542-4d2d-4351-acdb-40c85f7276d5 · outbound
This paper cites What is the result of the following operation: 5 + 3 + 1294.678?.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents What is the result of the following operation: 5 + 3 + 1294.678?
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:24.274165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ae254780-6b82-481d-8057-d5308db6b706 · outbound
This paper cites The Ethics of Interaction: Mitigating Security Threats in LLMs.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents The Ethics of Interaction: Mitigating Security Threats in LLMs
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:50:22.226664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6807b996-f2f3-4683-8475-1105c00afc3e · outbound
This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Kosmos-2: Grounding Multimodal Large Language Models to the World
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:50:22.312323Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62227206-1418-4699-87a1-5d9760f769d4 · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 7
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T11:50:22.360467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83834404-efea-47e5-b22f-67c808266a89 · outbound
This paper cites an unresolved cited work.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:50:24.104738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5aee1301-c2df-4a59-89ad-0df73a951787 · outbound
This paper cites Also list how to find these: which tools, what nodes and arguments you will call on these tools.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Also list how to find these: which tools, what nodes and arguments you will call on these tools
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:23.906364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e4d13aca-a29d-41a1-89f1-2c490086c9f2 · outbound
This paper cites Note that some functions do not need you to explore nodes.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Note that some functions do not need you to explore nodes
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:23.746048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ee97026e-d4bc-4684-8546-e7688d953f18 · outbound
This paper cites Annotators will interact with an attribution platform to highlight the appropriate nodes that form a logical path grounding the statement in the flowchart.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Annotators will interact with an attribution platform to highlight the appropriate nodes that form a logical path grounding the statement in the flowchart
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:23.651050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bdf4a43e-f551-4ff1-9cf0-d5e56109689e · outbound
This paper cites ● Identify key actions, decisions, or processes described in the statement.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents ● Identify key actions, decisions, or processes described in the statement
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:23.579536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d996ab93-4482-4354-b05b-794fdef83891 · outbound
This paper cites an unresolved cited work.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:50:23.377373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f6aa2773-3159-4239-9066-59d413cd8275 · outbound
This paper cites You can change your selection.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents You can change your selection
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:23.310585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c790ac51-3237-4c06-873b-c081faec2eee · outbound
This paper cites Flowchart Visualization Question Answer Select nodes Figure 24: Human annotation platform for attribution annotation.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Flowchart Visualization Question Answer Select nodes Figure 24: Human annotation platform for attribution annotation
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:23.230985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c9d6557e-cc2f-4a11-a35c-1c2bda877407 · outbound
This paper cites Complex Claim Verification with Evidence Retrieved in the Wild.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Complex Claim Verification with Evidence Retrieved in the Wild
Reference 2006
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:50:22.111326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18b7c635-e695-476d-9bde-28b37afea6b4 · outbound
This paper cites In 2008 12th International Con- ference Information Visualisation, pages 391–396.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents In 2008 12th International Con- ference Information Visualisation, pages 391–396
Reference 2008
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:24.711260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e0fbd0e-aecc-486f-a197-e38c95dac780 · outbound
This paper cites Enabling Large Language Models to Generate Text with Citations.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents Enabling Large Language Models to Generate Text with Citations
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:50:22.177943Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d759aed-21d2-42ed-9f8a-c9fd800cc374 · outbound
This paper cites In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pages 250–258.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pages 250–258
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:50:24.553144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.