Paper Citation Record · LEDGER

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2605.29339.

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

pith.paper-citation-record.v1
2605.29339 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T08:36:21.863358Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

19 of 19 outbound references displayed

verified exact2
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87a9aca1-b6d3-44d1-a386-294b3273e171 · outbound

This paper cites Reasoning Multimodal Large Language Model: Data Contamination and Dynamic Evaluation.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Reasoning Multimodal Large Language Model: Data Contamination and Dynamic Evaluation

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:43:15.763580Z

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 53001c46-890f-4a08-8bd2-a6f779ae33be · outbound

This paper cites Junzhe Zhang, Huixuan Zhang, and Xiaojun Wan.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Junzhe Zhang, Huixuan Zhang, and Xiaojun Wan

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:43:15.766366Z

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 53333309-a3b8-4025-824d-b5c3723abf8e · outbound

This paper cites If multiple identical objects exist and cannot be unambiguously referred to or distinguished linguistically, the video should not pass screening.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning If multiple identical objects exist and cannot be unambiguously referred to or distinguished linguistically, the video should not pass screening

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7caefe1b-d811-4378-8a31-35978076afc6 · outbound

This paper cites Click to view counterexamples (e.g., in the referenced video, the coin collision can only be explained through force analysis, and the angles are difficult to describe clearly).

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Click to view counterexamples (e.g., in the referenced video, the coin collision can only be explained through force analysis, and the angles are difficult to describe clearly)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4758477b-ecbb-4bb7-87b1-48937808e64c · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed9aca2b-ce24-49b8-a2d4-33c107f04559 · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda406e0-b066-4a27-82ae-2bd2f4a5235b · outbound

This paper cites Description,.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Description,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c24289e7-5034-455e-8268-88cbf138ea50 · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fb91449-4d2e-4870-a0ff-9797050ae07f · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2f954f9-5182-4058-8318-ed55ecf51d85 · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 621e1a1f-45d6-409d-bce2-73dea8139c3d · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8ae4e7-c43d-4fc7-bf70-040dacb8fa9e · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8db5f84-354f-41cf-af26-f41e7fe5abb2 · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa5a6a6-32a5-4725-9f89-85cfb13c2556 · outbound

This paper cites Did not actually happen.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Did not actually happen

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f693e4f6-463d-4b6d-8aff-23faaf206a27 · outbound

This paper cites There is little to no meaningful connection to the video.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning There is little to no meaningful connection to the video

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9915c4e0-5661-4940-bef5-aa6565c07647 · outbound

This paper cites There are substantial unsupported inferences.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning There are substantial unsupported inferences

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e8145c6-4c4d-4a95-ae65-78e5c3377113 · outbound

This paper cites There is slight over-interpretation or speculation.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning There is slight over-interpretation or speculation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2fb272f-65b5-411f-9f7d-6e601e89a7b5 · outbound

This paper cites an unresolved cited work.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5aebb55-fa7c-46ec-a92f-5b749b929b0d · outbound

This paper cites {res_node}.

DMC-CF: Dynamic Multimodal CounterFactual QA benchmark for Causal Reasoning {res_node}

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T08:36:21.863358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.