Paper Citation Record · LEDGER

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models

As of 19 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 2 inbound Pith citation observations for arXiv:2508.11317.

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

pith.paper-citation-record.v1
2508.11317 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:04:09.046124Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:45:47.246206Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy10
unresolved1
parse uncertain2
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06fcdfdc-f643-4153-ac31-343c22fd4f2f · outbound

This paper cites Figure 6: Instruction Templates for LogicBench-Image.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models Figure 6: Instruction Templates for LogicBench-Image

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:10.516323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cde9dcc3-cc8e-413d-a882-6522a8758111 · outbound

This paper cites and”, “both.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models and”, “both

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:10.816261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5c87f436-d47a-492d-84a2-3e2cc4c66cb4 · outbound

This paper cites The family enjoyed the colorful frisbee, tasty sand- wiches, a comfortable blanket, and playing with their lively dog.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models The family enjoyed the colorful frisbee, tasty sand- wiches, a comfortable blanket, and playing with their lively dog

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T20:04:09.289685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d78ac2ae-78ec-4b96-ab45-e0423058ef5e · outbound

This paper cites Figure 7: Instruction Templates for LogicBench-Video.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models Figure 7: Instruction Templates for LogicBench-Video

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:10.387184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 717c44a7-9229-4c6e-8822-528bb1a23438 · outbound

This paper cites an unresolved cited work.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models Unresolved cited work

Reference 12

Resolution: parse uncertain; raw_fallback, observed 2026-08-05T20:04:10.660075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f6ce3528-19d5-46af-ac14-6992e8367fe4 · outbound

This paper cites Figure 8: Instruction Templates for LogicBench-Anomaly.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models Figure 8: Instruction Templates for LogicBench-Anomaly

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:10.225749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c2bc210b-c04c-43e4-98b1-61ab78374409 · outbound

This paper cites no pleural effusion.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models no pleural effusion

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:10.078240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aa225d7f-1e1b-4aa9-8405-bea86d8c6fe3 · outbound

This paper cites Because <positive finding> and <negative finding>, the impression is <IMPRESSION>.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models Because <positive finding> and <negative finding>, the impression is <IMPRESSION>

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:09.955926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 49b86049-3105-4b50-9cf2-085f40dad57c · outbound

This paper cites no effusion.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models no effusion

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:09.813181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 39a75bac-56dc-4bab-88a4-e7c1017c7282 · outbound

This paper cites Only the first option should be correct.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models Only the first option should be correct

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:09.635031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8701d0e6-2093-4176-9d21-7355de155f0f · outbound

This paper cites an unresolved cited work.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models Unresolved cited work

Reference 20

Resolution: parse uncertain; raw_fallback, observed 2026-08-05T20:04:09.446196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9438f41c-3cbe-4e94-9cba-f69a2a4b6130 · outbound

This paper cites The Llama 3 Herd of Models.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models The Llama 3 Herd of Models

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-05T20:04:06.930185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5b6b33-c573-4fa1-93e4-b9e8b5a070d1 · outbound

This paper cites In NeurIPS, 35544–35575.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models In NeurIPS, 35544–35575

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:11.154636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d8f59d2d-7713-41d6-9d6d-338e8fc934ec · outbound

This paper cites In CVPR, 9568–9578.

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models In CVPR, 9568–9578

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:04:10.964680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation a52698b4-02d6-4d21-8c8d-690b772a5956 · inbound

BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning cites this paper.

BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T10:45:47.246206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23fbf513-596f-416a-a010-1e59a8d823ce · inbound

Similarity Is Not Logic: Factored Inference for Dual-Encoder Vision-Language Models cites this paper.

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T03:51:55.185610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.