Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T20:58:34.564196Z
Paper Citation Record · LEDGER
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models
As of 22 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2509.08270.
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 2026-08-22T06:32:14.747728+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
28 of 28 outbound references displayed
- verified exact0
- verified fuzzy21
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a919164d-d87d-44bd-845f-800b766b4de9 · outbound
This paper cites Flamingo: a visual language model for few-shot learning.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Flamingo: a visual language model for few-shot learning
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:40.015509Z
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 b2020f27-e0fc-40fa-ae50-86b8a54b45f6 · outbound
This paper cites Gqa: A new dataset for real-world visual reasoning and compositional question answering.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Gqa: A new dataset for real-world visual reasoning and compositional question answering
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:39.678327Z
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 aa6152b0-6786-4d9f-88fe-d14e16c690f0 · outbound
This paper cites Lawrence Zitnick, and Devi Parikh.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Lawrence Zitnick, and Devi Parikh
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:39.369301Z
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 1cbb1d13-365d-4068-be35-5226e324960e · outbound
This paper cites Phyre: A new benchmark for physical reasoning.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Phyre: A new benchmark for physical reasoning
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:38.992192Z
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 b4246a39-eb68-4527-a67d-0a6b64c8ba6c · outbound
This paper cites Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:38.670472Z
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 b41b0920-12b6-4376-a9b9-9d9e616e445a · outbound
This paper cites Patil, Peter Clark, and Wen tau Yih.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Patil, Peter Clark, and Wen tau Yih
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:38.452080Z
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 8d5db976-eb74-4c7a-be1b-5f0bd70cf17d · outbound
This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T20:58:32.782839Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9b26cd4-26f3-4ea1-916f-b3d17118d50f · outbound
This paper cites Training verifiers to solve math word problems.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Training verifiers to solve math word problems
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:38.206663Z
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 005e84d0-f5e9-4bc4-a55b-a8f97d7ee731 · outbound
This paper cites Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Construction of a Surrogate Model: Multivariate Time Series Prediction with a Hybrid Model
Reference 9
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-04T20:58:35.119599Z
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 4abad966-84ef-437d-ae28-0dc8b896779e · outbound
This paper cites an unresolved cited work.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-04T20:58:38.006689Z
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 d52e6d40-6bfc-41c2-8d0a-50565de44a89 · outbound
This paper cites Measuring coding challenge competence of language models.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Measuring coding challenge competence of language models
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:37.816210Z
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 bb8ec7f3-661b-44af-8291-489dbbd997ad · outbound
This paper cites Scaling Laws for Neural Language Models.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Scaling Laws for Neural Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T20:58:33.194108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab935133-f3d8-476c-8c1f-487e04f704eb · outbound
This paper cites Procedural generation of physics problems for visual reasoning.IEEE Transactions on Visualization and Computer Graphics, 26(1):234–244, 2020.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Procedural generation of physics problems for visual reasoning.IEEE Transactions on Visualization and Computer Graphics, 26(1):234–244, 2020
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:37.604500Z
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 46b7beb5-6ee1-4a6c-995c-e592ec989bef · outbound
This paper cites BLIP-2: Bootstrapped language–image pre-training with frozen image encoders and large language models.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models BLIP-2: Bootstrapped language–image pre-training with frozen image encoders and large language models
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:37.412272Z
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 918a2682-236b-4246-8176-ca67e772d88f · outbound
This paper cites Lee, and Tamara L.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Lee, and Tamara L
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:37.174142Z
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 f6721ae9-46e8-41a4-bf8e-3ff8b0908260 · outbound
This paper cites Few-shot prompting for physics word problems with large language models.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Few-shot prompting for physics word problems with large language models
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:36.946313Z
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 b941ff2d-c4d6-4716-9ebc-81f9d806f00d · outbound
This paper cites Scienceqa: A large-scale multimodal dataset for scientific question answering.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Scienceqa: A large-scale multimodal dataset for scientific question answering
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:36.728305Z
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 3cf08a2f-9bce-4a8c-991e-1cb335bca5a3 · outbound
This paper cites Mathvista: A benchmark for visualizing and reasoning about mathematical expressions.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Mathvista: A benchmark for visualizing and reasoning about mathematical expressions
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:36.556529Z
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 22cc50fd-5182-4f77-a47c-6c72db6475ba · outbound
This paper cites Analyzing common failure modes in large language models.Transactions of the Association for Computational Lin- guistics, 11:612–633, 2023.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Analyzing common failure modes in large language models.Transactions of the Association for Computational Lin- guistics, 11:612–633, 2023
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:36.335221Z
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 241a2288-0a65-4b01-bab3-7a82d8422cce · outbound
This paper cites Adaptive numerical integration for physics-based simu- lations.Journal of Computational Physics, 435:110260, 2021.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Adaptive numerical integration for physics-based simu- lations.Journal of Computational Physics, 435:110260, 2021
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:36.146695Z
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 a9b27762-7779-4c56-be2a-214b9e56eda9 · outbound
This paper cites Physion: Learning to predict physical interactions through video simulation.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Physion: Learning to predict physical interactions through video simulation
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:36.039538Z
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 19f93100-543a-4394-9548-cb7f91a50322 · outbound
This paper cites Physical interaction question answering (piqa): A test of physical commonsense modeling.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Physical interaction question answering (piqa): A test of physical commonsense modeling
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:35.896695Z
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 94df43ec-7a9c-45f6-978b-cad41efa83e1 · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large lan- guage models.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Chain-of-thought prompting elicits reasoning in large lan- guage models
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:35.790847Z
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 5ee4405e-c1fa-4fce-889a-2ce71fb29c0f · outbound
This paper cites Emergent Abilities of Large Language Models.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Emergent Abilities of Large Language Models
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T20:58:34.051204Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cc90d26-9645-4021-9b2c-4c277e271d6a · outbound
This paper cites A Comprehensive Survey on Multi-hop Machine Reading Comprehension Datasets and Metrics.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models A Comprehensive Survey on Multi-hop Machine Reading Comprehension Datasets and Metrics
Reference 25
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-04T20:58:34.844659Z
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 494d9954-6943-4481-91f7-e18006b01fdb · outbound
This paper cites MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T20:58:34.283178Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 963377d4-efb1-4d99-b1e3-44c35332ead9 · outbound
This paper cites Llama-adapter: Efficient fine-tuning of language models with zero-init attention.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models Llama-adapter: Efficient fine-tuning of language models with zero-init attention
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:35.668974Z
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 46da5d6d-8ee8-4bf8-8fcc-00cb4b906218 · outbound
This paper cites The cater dataset: A diagnostic dataset for compositional actions and temporal reasoning.
Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models The cater dataset: A diagnostic dataset for compositional actions and temporal reasoning
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T20:58:35.418730Z
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.
Pith citing papers
No inbound Pith citation observations are available.