Paper Citation Record · LEDGER

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents

As of 22 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.22938.

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

pith.paper-citation-record.v1
2507.22938 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:08:21.568872Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy2
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e793312d-9c0f-4290-95e0-3803430c6003 · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:22.219227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b4edae24-499e-4620-9362-586571a8ddb8 · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.424203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5424ddb5-d48d-4f74-b33b-cc779bb9934b · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.434187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c14d2b73-eacd-4375-933d-2f4e19c31d22 · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:22.095709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bc7e8b2f-817c-4190-a9b4-4941d48debcc · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:22.073801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3ff11a96-decd-4b82-a191-c16ba96adaac · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:22.049708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c4468063-9701-4439-b4cd-92b62b185851 · outbound

This paper cites Lewis, Gady Agam, Shlomo Engelson Argamon, Ophir Frieder, David A.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Lewis, Gady Agam, Shlomo Engelson Argamon, Ophir Frieder, David A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:08:22.030376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 70f4dd57-cdc4-42b6-9853-99bcfb5c65c6 · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.495686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d91f5a-ff16-47cd-a89a-3baa56949d16 · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.518843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 868213c9-1dbd-4e32-b919-3a3c6773ccc8 · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:21.984622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a9ad37e6-c0e7-4283-9682-6795c83379fd · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:21.966619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b4d6b350-9cc9-47ee-a668-896b4efe3b32 · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:21.936861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 61acfb67-9720-47c8-b7d9-9b986262403b · outbound

This paper cites Saraiva, M.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Saraiva, M

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.541214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b352ffdf-376f-465b-be17-968c7655373b · outbound

This paper cites FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.547638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4934e23-c492-42cd-8170-680a33531efa · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:21.917267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7aca175b-c84f-4085-a257-e1388e9df66c · outbound

This paper cites an unresolved cited work.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:08:21.898739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c27f2d0-5b49-4274-9759-75231b1f33f7 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.563886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5362a7d-6048-42e3-87e3-00a8a3a3ad51 · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents C-Pack: Packed Resources For General Chinese Embeddings

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.568872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11ee4d79-c0bc-4c64-9637-7a1ef2c3a803 · outbound

This paper cites In 4th International Conference on Pattern Recognition Applications and KDD ’25 Workshop on Structured Knowledge for LLMs, August 04, 2025, Toronto, CA Soman et al.

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents In 4th International Conference on Pattern Recognition Applications and KDD ’25 Workshop on Structured Knowledge for LLMs, August 04, 2025, Toronto, CA Soman et al

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:08:22.147965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ba6f9a22-ac87-461d-b8ca-66aa536147a0 · outbound

This paper cites Retrieval-Augmented Generation with Graphs (GraphRAG).

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents Retrieval-Augmented Generation with Graphs (GraphRAG)

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T18:08:21.439475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.