Paper Citation Record · LEDGER

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding

As of 15 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.10990.

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

pith.paper-citation-record.v1
2607.10990 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T07:49:34.639380Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 384f86ae-f991-4ba4-bcec-6a7ae5692c4e · outbound

This paper cites Visual question answering: A survey of methods and datasets,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Visual question answering: A survey of methods and datasets,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73fc82b1-0471-4ad2-805d-1c49a97cc232 · outbound

This paper cites Multi-agent system for comprehensive soccer understanding,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Multi-agent system for comprehensive soccer understanding,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 982af858-a404-4b41-8965-b51d3028553c · outbound

This paper cites X-vars: Introducing explainability in football refereeing with multi-modal large language models,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding X-vars: Introducing explainability in football refereeing with multi-modal large language models,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cc7fd2a-04d2-434d-aab0-d2f4822191b8 · outbound

This paper cites Towards universal soccer video understand- ing,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Towards universal soccer video understand- ing,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 843a5c30-b2e4-41f3-a437-08b71815cce7 · outbound

This paper cites Understanding the limits of vision language models through the lens of the binding problem,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Understanding the limits of vision language models through the lens of the binding problem,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67f193ae-ca49-435a-a0a9-c3ed71bc2867 · outbound

This paper cites A systematic review of vision language models: Comprehensive analysis of architectures, applications, datasets and challenges towards robust multimodal intelligence,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding A systematic review of vision language models: Comprehensive analysis of architectures, applications, datasets and challenges towards robust multimodal intelligence,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4ea5f6a-d284-4215-af1c-8c980c3f9938 · outbound

This paper cites Domain adaptation of vlm for soccer video understanding,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Domain adaptation of vlm for soccer video understanding,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65c0cf99-1f12-4ba7-a23d-05405fd9c1f2 · outbound

This paper cites Large scale holistic video understanding,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Large scale holistic video understanding,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c770aa7-58ac-4a0a-9da7-b1fe7aabd808 · outbound

This paper cites Tracking the limits of knowledge propagation: How LLMs fail at multi-step reasoning with conflicting knowledge,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Tracking the limits of knowledge propagation: How LLMs fail at multi-step reasoning with conflicting knowledge,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcfb570f-dce0-4124-b89d-c811458d072a · outbound

This paper cites Toolvqa: A dataset for multi-step reasoning vqa with external tools,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Toolvqa: A dataset for multi-step reasoning vqa with external tools,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 776653cf-8e69-4318-9813-de9cbe69d701 · outbound

This paper cites Yolo26: key architectural enhancements and performance benchmarking for real-time object detection,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Yolo26: key architectural enhancements and performance benchmarking for real-time object detection,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45fc81e6-9be3-40a0-a5d7-c49e09293d14 · outbound

This paper cites Multi-task learning for joint re- identification, team affiliation, and role classification for sports visual tracking,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Multi-task learning for joint re- identification, team affiliation, and role classification for sports visual tracking,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5bbe837-a48b-4e6a-81a2-6f06533e58ee · outbound

This paper cites Soccernet-caption: Dense video captioning for soccer broadcasts commentaries,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Soccernet-caption: Dense video captioning for soccer broadcasts commentaries,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f5f4e0-9467-4f7c-a002-f2f49ab29f1d · outbound

This paper cites Next-qa: Next phase of question-answering to explaining temporal actions,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Next-qa: Next phase of question-answering to explaining temporal actions,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f4974e-0567-4347-b1b9-b3b2fbca05bc · outbound

This paper cites Vars: Video assistant referee system for automated soccer decision making from multiple views,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Vars: Video assistant referee system for automated soccer decision making from multiple views,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9609cc56-517c-479e-b906-220f8ba5517a · outbound

This paper cites SoccerTrack v2: A Full-Pitch Multi-View Soccer Dataset for Game State Reconstruction.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding SoccerTrack v2: A Full-Pitch Multi-View Soccer Dataset for Game State Reconstruction

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaefa31e-6489-4c9e-a507-58230957387e · outbound

This paper cites Soccernet-tracking: Multiple object tracking dataset and benchmark in soccer videos,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Soccernet-tracking: Multiple object tracking dataset and benchmark in soccer videos,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6362f809-4811-42cb-aa91-531ba86a2d4b · outbound

This paper cites Efficient memory management for large language model serving with pagedattention,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Efficient memory management for large language model serving with pagedattention,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33ecd0b0-b0c9-4065-9fb5-aeb25ba4f95b · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6464f441-c331-49fd-ad4d-a67d7c43f29b · outbound

This paper cites TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a695dbe7-c44a-4215-9d0f-c36e0507134c · outbound

This paper cites Videoagent: Long-form video understanding with large language model as agent,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Videoagent: Long-form video understanding with large language model as agent,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe3b080-8103-49cc-b018-0f6bbc6f6719 · outbound

This paper cites Morevqa: Exploring modular reasoning models for video question answering,.

TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding Morevqa: Exploring modular reasoning models for video question answering,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T07:49:34.639380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.