Paper Citation Record · LEDGER

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2505.21863.

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

pith.paper-citation-record.v1
2505.21863 v3

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:28:07.633755Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

38 of 38 outbound references displayed

verified exact8
verified fuzzy2
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 82156af2-590a-4ab0-a8f7-d80e7a48338d · outbound

This paper cites PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:28:09.274276Z

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 0491d288-2226-4a16-89d9-901887236fee · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:05.421688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0a6c8c-559e-45b1-9ee9-c6ccb688a0ab · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:11.439640Z

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 dae659b1-d793-457d-9c73-92ecde7989e7 · outbound

This paper cites CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:05.582573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849f6adf-91d1-42a0-9377-26c4768411f3 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:11.278024Z

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 23690255-5bef-4f42-9c2d-01ee12a1f55b · outbound

This paper cites Benchmarking and Improving Detail Image Caption.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Benchmarking and Improving Detail Image Caption

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:05.762074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4281694c-5adf-437c-a322-8e58927b65fb · outbound

This paper cites Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:05.813403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed4d412-f592-4224-92ce-57bae3f42187 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:11.076342Z

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 3f9c7caf-fbcc-4085-9243-0fda10f6f0c6 · outbound

This paper cites Gao and Z.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Gao and Z

Reference 9

Resolution: verified exact; doi, observed 2026-08-07T13:28:07.852403Z

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 f995256a-da44-4d51-81bd-fadc6362f928 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:06.091937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cdf2d74-6fbe-447f-bae0-23f6d7770140 · outbound

This paper cites 19th Century.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning 19th Century

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:28:10.843155Z

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 0e3d8f56-cca8-45e1-a3ca-2b272abbc6c8 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:10.652714Z

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 ea77315d-ed1b-46eb-839b-5aea0cbc8fcf · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:10.458660Z

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 e54b4d7c-01c2-4595-91d2-3759056ff8c2 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:06.307540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8a32199-3f69-4c61-9e0e-16a8cc172cc2 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:06.355662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f23c11-628c-4107-8673-7a996920c4ab · outbound

This paper cites mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:06.418154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee3453f7-2828-4ec4-913e-fad38691484c · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:10.281987Z

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 6068a1ed-e15d-4867-93ab-ed11a11612cd · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-07T13:28:08.979699Z

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 8549382b-bfb0-4b2e-a2e1-e10083981809 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 19

Resolution: verified exact; raw_fallback, observed 2026-08-07T13:28:08.773535Z

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 9a7ca225-020c-419a-b8d6-97edbc3b5d81 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:10.129562Z

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 593bc03e-e34e-4845-bd65-8132e7cadd1e · outbound

This paper cites Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:06.676872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ddb5df4-ceee-4665-a1bc-1d18916320d6 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-07T13:28:07.774254Z

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 66338db0-41dd-4ca4-afe9-6f59f81f7e9b · outbound

This paper cites Singh, K.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Singh, K

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:28:09.908753Z

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 9fd29bc9-ae62-4b3e-a63b-0285ed7ebcfb · outbound

This paper cites A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:28:08.527162Z

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 d8c18b6b-63d5-41ac-9868-a773ec01a784 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:09.668282Z

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 3faf6efd-7810-415f-882f-7573e6525818 · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:28:09.504609Z

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 c6fbba7b-b531-42b6-a4d8-9e5b98360c35 · outbound

This paper cites "Image, Tell me your story!" Predicting the original meta-context of visual misinformation.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning "Image, Tell me your story!" Predicting the original meta-context of visual misinformation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:06.950038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a582df80-d641-47ee-b69b-1fc3b77f9e79 · outbound

This paper cites COVE: COntext and VEracity prediction for out-of-context images.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning COVE: COntext and VEracity prediction for out-of-context images

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:06.998839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6cf9c5e-8718-4d77-92cd-5bcb1ae5dc94 · outbound

This paper cites CIDEr: Consensus-based Image Description Evaluation.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning CIDEr: Consensus-based Image Description Evaluation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:07.066478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11e59a5-2602-49ed-8843-2779ed0fec6d · outbound

This paper cites Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:28:08.318155Z

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 aa18ba64-39ee-4c1d-be78-40f17783ef17 · outbound

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

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:07.231703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a719382-16ac-4ccc-ae18-d62fed326e1f · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:07.293124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff6d928-4cc6-4d3d-8675-6c00515aad1b · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:07.329234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a60f453a-87e3-4140-8dbc-45badadf4658 · outbound

This paper cites The Bronstein hypercube of quantum gravity.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning The Bronstein hypercube of quantum gravity

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:28:08.090156Z

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 ecc7c58e-147a-4b0e-a850-bf578112a02f · outbound

This paper cites an unresolved cited work.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:07.421291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6098d9da-79ab-466d-bfd8-15e450722665 · outbound

This paper cites An analysis of parameter compression and full-modeling techniques with Velocileptors for DESI 2024 and beyond.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning An analysis of parameter compression and full-modeling techniques with Velocileptors for DESI 2024 and beyond

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:07.524482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7138e1a8-805e-485c-8368-f1347f5987ff · outbound

This paper cites online" 'onlinestring :=.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning online" 'onlinestring :=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:07.581084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98063ce1-4ce7-4e79-bc53-17235cb800f7 · outbound

This paper cites write newline.

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning write newline

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:07.633755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.