Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T04:36:56.772752Z
Paper Citation Record · LEDGER
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge
As of 22 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 5 inbound Pith citation observations for arXiv:2509.06079.
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, observed 2026-08-03T21:44:00.640059Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T19:54:20.289086Z
Reference resolution
18 of 18 outbound references displayed
- verified exact0
- verified fuzzy14
- unresolved3
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f07b29c1-7d92-46e3-9f0c-bdb74a877031 · outbound
This paper cites an unresolved cited work.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T04:36:57.217940Z
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 cfe1813b-90bb-455d-8876-cba1f65d8078 · outbound
This paper cites ### **Guiding Principles for Analysis:**.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge ### **Guiding Principles for Analysis:**
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.200603Z
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 1e5cc27e-ccb6-4d73-aada-7d92366a8ec2 · outbound
This paper cites This determination will dictate the structure and focus of your detailed description.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge This determination will dictate the structure and focus of your detailed description
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.179740Z
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 2682e692-6ba2-452c-ad4c-71f348a100c9 · outbound
This paper cites Use them to understand the scenario, disambiguate symbols, and identify implicit information (e.g., a frictionless surface).
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge Use them to understand the scenario, disambiguate symbols, and identify implicit information (e.g., a frictionless surface)
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.163125Z
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 f338ab50-cb22-4ada-98d8-c53895694133 · outbound
This paper cites Explicitly state what each label represents.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge Explicitly state what each label represents
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.144109Z
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 20f0e329-cb61-4aca-bc4a-a594c20af304 · outbound
This paper cites If an element remains ambiguous, describe its appearance and note the uncertainty.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge If an element remains ambiguous, describe its appearance and note the uncertainty
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.126326Z
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 a4ec67ba-b551-4d3c-a9e5-2c0141b7fab4 · outbound
This paper cites an unresolved cited work.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T04:36:57.105997Z
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 7149eea3-d596-4605-901f-11a12dc52ff6 · outbound
This paper cites * For each, provide its name/label and bounding box coordinates `[xmin, ymin, xmax, ymax]`.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge * For each, provide its name/label and bounding box coordinates `[xmin, ymin, xmax, ymax]`
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.087102Z
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 f2d56a7a-f473-4ce2-b9e2-5d57c459fb5f · outbound
This paper cites * For each, provide its text, the object it's associated with, and its center coordinates `(x, y)`.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge * For each, provide its text, the object it's associated with, and its center coordinates `(x, y)`
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.070321Z
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 93c4373f-614f-421a-be6b-c573b5fde1d4 · outbound
This paper cites Line connects Block A at (x,y) to Pulley at (x,y).
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge Line connects Block A at (x,y) to Pulley at (x,y)
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.048748Z
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 0c16d6c8-8950-421f-b33e-7eb577f4d780 · outbound
This paper cites This category dictates the focus of your description.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge This category dictates the focus of your description
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.030053Z
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 be0cf5a8-f971-47bd-8ca4-40da2e1c3f50 · outbound
This paper cites frictionless.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge frictionless
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:57.009755Z
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 710f45a0-1151-4b2b-8570-0abfa94f52f8 · outbound
This paper cites Component Breakdown.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge Component Breakdown
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:56.984843Z
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 b6e0c555-7d44-4b1b-aef5-d15c983292ae · outbound
This paper cites The block `m_1` is connected to the block `m_2` via the string.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge The block `m_1` is connected to the block `m_2` via the string
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:56.959596Z
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 7fbf884f-e610-4bf7-9b86-57f3eef0dbc4 · outbound
This paper cites The provided solution is incorrect.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge The provided solution is incorrect
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:56.924089Z
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 4bce3906-b754-46d5-aec4-eee8e2b2969a · outbound
This paper cites Be specific about whether the error is conceptual (e.g., using the wrong formula), mathematical (e.g., a calculation mistake), or related to units.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge Be specific about whether the error is conceptual (e.g., using the wrong formula), mathematical (e.g., a calculation mistake), or related to units
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T04:36:56.890266Z
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 1fc576c1-6aa2-463e-8306-9d238cc18841 · outbound
This paper cites an unresolved cited work.
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T04:36:56.860020Z
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 71480807-c824-493b-be77-cbaf4dd2496c · outbound
This paper cites The final correct answer is: [Your calculated correct answer with units].
Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge The final correct answer is: [Your calculated correct answer with units]
Reference 18
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-05T04:36:56.832133Z
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
Observation 9ffb08e6-992e-44d3-af04-b23efce7750f · inbound
Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI cites this paper.
Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:01:14.301965Z
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 ed8f004a-1b1f-46f7-8872-710c4a16c6cd · inbound
MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs cites this paper.
MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T19:54:20.291156Z
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 b0d78182-026a-40eb-a227-d16a9b851f85 · inbound
MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs cites this paper.
MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T21:44:00.640059Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63b22b84-d23a-4332-b1d9-a0bcdb800248 · inbound
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models cites this paper.
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge
Reference 77
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:45:49.115923Z
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 e0d45d73-e875-48d5-bdcb-251339d07260 · inbound
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models cites this paper.
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Multimodal Reasoning for Science: Technical Report and 1st Place Solution to the ICML 2025 SeePhys Challenge
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T09:42:23.808691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.