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Paper Citation Record · LEDGER

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research

As of 10 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2505.24354.

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

pith.paper-citation-record.v1
2505.24354 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:29:19.342083Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:25:03.381218Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:16:28.981620Z

Reference resolution

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d73e8783-954c-4bd4-8441-a476fcd48ae9 · outbound

This paper cites an unresolved cited work.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:29:20.152176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T12:29:19.342083Z digest=sha256:d35905aa02e86e01b010e3fbd345977cb80685b182adb8e171be36e3a2c5afe8

Observation 87aac395-fd51-415d-992b-53fc65b37f08 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:17.939296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:17.939296Z digest=sha256:c652c44fe8638759b824d934bc73a89b551e9211f147d6ca2f62d522536a54d3

Observation df83f3af-047a-4e37-94c0-95dbe04f47f7 · outbound

This paper cites The Llama 3 Herd of Models.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research The Llama 3 Herd of Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:18.188423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:18.188423Z digest=sha256:50cdd1492263251c2b55779d27e82cdd6a2d0fc1c8613f0f3069d0f770d3e0d1

Observation 9e39a846-c5c8-4426-9bd1-8facf5c72e60 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:18.358323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:18.358323Z digest=sha256:a3d5ee421eaf14bc4219bc046780e140415b15110470ece682f26b7e55e66e46

Observation 3882a8b8-1a62-43ae-a3e0-bc7d00bfbd72 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Measuring Mathematical Problem Solving With the MATH Dataset

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:18.692667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:18.692667Z digest=sha256:bc580b3107de042f96951d190673c5b8499a4bdfa6e1fe6450c33ab7a96fdd9a

Observation f7b0f1ef-7c71-474e-a14e-451fdd1b8ec7 · outbound

This paper cites ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:18.912393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:18.912393Z digest=sha256:342f71e802af5246109aa490b98eecc71d071bf3b900f5d60036c10b8f66ac1e

Observation 5aca92d2-b335-4748-bd8c-2e101e203c9e · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:18.972686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:18.972686Z digest=sha256:d2899f59c8d667c6722a36bfe9561f491ff771677d906cd61c8705281c66ad5c

Observation 71f3e515-41de-4d7a-b0bf-ad75ebc445e9 · outbound

This paper cites V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:19.034618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:19.034618Z digest=sha256:5a53717f023603308a55de4ca60aa2b83d4fc37da2bfe093451d5d0d7d91226e

Observation 6fea21e2-4036-418a-b6e8-930b2168b209 · outbound

This paper cites OS-Copilot: Towards Generalist Computer Agents with Self-Improvement.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:19.081007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:19.081007Z digest=sha256:736a8e39bf07e9151a64bc28f64a2377c34e3e974974c2d56ba88074aa536f26

Observation 3f965192-c28e-41f6-ad82-6e508c862e42 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ReAct: Synergizing Reasoning and Acting in Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:19.118283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:19.118283Z digest=sha256:94cf0cd9eeb42170bdabe5c099d029c66f69572ba96dee7d8470394c04d9a805

Observation a763b4dd-309a-469e-97ae-4bcfc830733a · outbound

This paper cites OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:19.180784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:19.180784Z digest=sha256:04a241cdb134de0e00a0ee972fbead20845c48cd99972ec2eac3b4fe0213acd2

Observation 2785084b-7094-4c01-bd31-46ab8e28a7f4 · outbound

This paper cites MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:19.231360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:19.231360Z digest=sha256:c97e17be02f8aec66f15466dd141b2ac9dbd2ca3d8ec4b397765236fea051700

Observation ae5ab17b-c177-4c13-b6e1-292bc1c3cda2 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:19.284453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:19.284453Z digest=sha256:e6d42009c4a2c9cdc4c58646246c36c2f20184c44b20730454bde1f62c36fb01

Observation f0d2a89c-58a7-4710-bc27-b2e4a8516cfd · outbound

This paper cites Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:18.804809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:18.804809Z digest=sha256:6dc3d5cf78b3203259204f8324ef8e13ce9322ef57ba19d0479cd27f936817fd

Observation c8d18ea3-0f79-4687-a2bb-92b43dc21bdc · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Training Verifiers to Solve Math Word Problems

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:18.075020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:18.075020Z digest=sha256:4fa71f96e5a034c4e5ce4bd2bfeb03a4c7fd0077d7d3c6e4ccc3f052c746f782

Observation 069418f9-7a9d-4f96-ac68-91bec5cde697 · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:17.850734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:17.850734Z digest=sha256:a1de55d6c05a2c18bff039c65b187b40eb8aceb300806b1936ad369cb7519084

Observation 197a37e8-7925-4f34-bca2-82ed2799922c · outbound

This paper cites In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 8154–8173, Singapore.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 8154–8173, Singapore

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:29:20.365218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T12:29:18.523588Z digest=sha256:fad70b474ca660c3b5cedd511f2270c1454f50dc999392a4269cd5ab42bc476d

Observation c8c67676-a737-490f-ac36-5c71088cbd7c · outbound

This paper cites InternLM2 Technical Report.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research InternLM2 Technical Report

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:17.724743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:17.724743Z digest=sha256:da29fa67871aad90d3077c0a41fd41cd20ac05b7689af861e9bccc1dd28a80bb

Observation 6c2a3c69-ea95-42cc-a96c-ad3dc615666b · outbound

This paper cites Qwen2.5-VL Technical Report.

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research Qwen2.5-VL Technical Report

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T12:29:17.610332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:29:17.610332Z digest=sha256:35bda2be1cb6933756eec921a547125958b78f3668f1d39ba305c9e4ce5ca418

Pith citing papers

Observation 1894b8ec-521f-4bb8-ad81-6c52c7a74fc7 · inbound

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization cites this paper.

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:16:28.984358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T04:25:03.381218Z digest=sha256:00d597f0f4e962682c220ad00936fc4c9979946e72fb97305da9f91f4788cfda