Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T16:38:53.153716Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 42 inbound Pith citation observations for arXiv:2502.01100.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T16:38:53.153716Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T13:11:51.671603Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T18:30:01.604649Z
27 of 27 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 26c1dbd9-342f-4ce9-a719-e869c9bafec1 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b772cbe-ddc3-4986-ba6e-285c8ea542de · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b57ef200-9268-406f-92c3-06fd89124ec0 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning reasoning
Reference 3
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.
Observation b40429fc-af56-4806-8f07-1f62dd7c23cd · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Unresolved cited work
Reference 4
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.
Observation a3a62524-938e-488f-9071-d383fdbac573 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Unresolved cited work
Reference 5
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.
Observation 62d41093-cc09-4a54-9c2e-3b7655dafba1 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning reasoning
Reference 6
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.
Observation ce0d0ed2-4128-4537-a79c-a0970579a69a · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f94c5ea7-2a75-4b0f-ade2-527698736ea4 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning OpenAI o1 System Card
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ff28762-2050-44da-be81-e4695af44caf · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:269330143
Reference 10
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.
Observation 5b183e58-4555-429c-b2d9-63ad359e7f06 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:245219217
Reference 12
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.
Observation 8fc2bf7a-f19f-4a1c-91dc-4e5e4ad7b9fa · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:273233577
Reference 13
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.
Observation ad3bcf02-4584-4205-b745-f7acaa993fb1 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 024f6f3b-0801-4900-8ca6-cf3aee437532 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:246411621
Reference 16
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.
Observation e88a2499-5c1f-4e82-82ba-8932c8579b56 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Do Large Language Models Understand Logic or Just Mimick Context?
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10bd76bd-2f6c-42c8-9f89-a83662b5c49d · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Bob cannot be in Houses 1, 4, or 5, so he must be in House 3
Reference 18
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.
Observation b2821de8-5e40-4420-a795-af32d99c4b48 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Unresolved cited work
Reference 22
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.
Observation 9c5e17f0-e23f-4136-8b39-92f63eb3f313 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Unresolved cited work
Reference 23
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.
Observation ec099d6b-d825-4abc-8bf9-64ce025a3b83 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Unresolved cited work
Reference 24
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.
Observation 692edaeb-1f77-4679-a1b5-c8e0d8e2101a · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:33813226
Reference 1984
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.
Observation f2246a4f-3768-48d2-abed-c36232900f64 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:36951414
Reference 1993
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.
Observation 656f2903-5fa6-44bc-a2a8-236f8f45312e · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Reference 2002
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf9b47b1-d2fd-47c0-b079-beda7f8e8ad4 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 2008
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f945cdf5-5b84-419d-9933-b7de4b9232f1 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:125304065
Reference 2009
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.
Observation fc71e90a-497f-4fae-a867-daf25a124a3c · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:211126663
Reference 2020
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.
Observation f33164bf-3771-45df-b8e1-cfb88cc52b4b · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:247951931
Reference 2022
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.
Observation 5e7f503f-a5a3-4de1-ba8f-5d6783a0ef93 · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:258967391
Reference 2023
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.
Observation fdb46d2b-eff9-4dd5-9ba1-c5bde73af9fa · outbound
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning org/CorpusID:273234137
Reference 2024
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.
Observation f2fa3866-e3b0-435a-9775-a9b5422fefab · inbound
CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc506c94-06cc-4389-8fe7-c0f6d25fa85b · inbound
Qwen3 Technical Report ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 25
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.
Observation 4cca57b7-d88f-4151-bac9-e85fb5ba7eff · inbound
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00c3bd1a-c9f2-4983-9911-f4b4947d08cd · inbound
AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 24
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.
Observation a0974290-344d-4535-8144-9be15832edb5 · inbound
LogicPuzzleRL: Cultivating Robust Mathematical Reasoning in LLMs via Reinforcement Learning ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0585ec8d-bfb5-4b8b-8c30-03a8a3682e69 · inbound
LogiPlan: A Structured Benchmark for Logical Planning and Relational Reasoning in LLMs ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16742d04-cdeb-40b6-a297-36ef8ac30758 · inbound
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 17
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.
Observation 351480f6-b042-44dc-a133-69877045730e · inbound
Teaching LLM to Reason: Reinforcement Learning from Algorithmic Problems without Code ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb1fb8de-e48b-4175-b802-3def664383a9 · inbound
Reasoning Strategies in Large Language Models: Can They Follow, Prefer, and Optimize? ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c02e523-1b76-405a-a274-961ce3ec2b8b · inbound
Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b506f12c-77cb-4296-a311-36c8da7e5cfb · inbound
Kimi K2: Open Agentic Intelligence ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 47
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.
Observation fe838800-329f-4278-95cf-3fcfd1e7784c · inbound
InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 24
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.
Observation 7555d3b4-507f-4833-aa9b-f9b872122a48 · inbound
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f56fb2ca-c03e-4f25-9f31-00d769556327 · inbound
Investigating Advanced Reasoning of Large Language Models via Black-Box Environment Interaction ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 2
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.
Observation 45e2190a-1617-4608-9c38-ee4eadfe2afe · inbound
Towards Fundamental Language Models: Does Linguistic Competence Scale with Model Size? ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29969c6a-139c-4e09-a049-55ed9bb828c8 · inbound
Rethinking Reasoning Quality in Large Language Models through Enhanced Chain-of-Thought via RL ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfdf86bc-2a68-4487-ac7f-fb7db5e14421 · inbound
Qwen3-Omni Technical Report ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 17
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.
Observation 51e388bf-3621-4467-b3d9-70da87fa89b4 · inbound
Estimating the Empowerment of Language Model Agents ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46bed2ee-9e03-4c97-b0cb-b55b9dadf9c4 · inbound
Soft Adaptive Policy Optimization ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 6
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.
Observation 58b14f13-3769-46f3-977f-02472a26027e · inbound
The Format Tax ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fc03970-34a2-430d-9b45-e42b0253cc76 · inbound
SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 12
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.
Observation b8d7f44a-eddc-4270-a920-d83b60b68027 · inbound
GroupDPO: Memory efficient Group-wise Direct Preference Optimization ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 20
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.
Observation 2b5c0ec3-fe0c-4ae1-9d75-7af1606d9d56 · inbound
Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 25
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.
Observation 9998c1be-9a72-4b5b-8b7e-e07ae61b078e · inbound
Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in LLMs Reasoning Chains ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 2
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.
Observation 9940588e-535f-4cc8-8aa6-316859953f91 · inbound
HyperLens: Quantifying Cognitive Effort in LLMs with Fine-grained Confidence Trajectory ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 52
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.
Observation 1dd36255-27a4-4f64-8660-3cedf79632f6 · inbound
Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 80
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.
Observation 6e7477b4-022d-4733-a25e-290750169ede · inbound
Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 80
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.
Observation 85ba0fa4-21de-4f20-9e04-e10063649e24 · inbound
MathConstraint: Automated Generation of Verified Combinatorial Reasoning Instances for LLMs ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 40
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.
Observation bd0c5757-878d-44da-a928-3fe485e5b560 · inbound
Forge: Quality-Aware Reinforcement Learning for NP-Hard Optimization in LLMs ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 13
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.
Observation 87d85edb-bfbe-4555-92ae-924f7189c71d · inbound
TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 22
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.
Observation e38bfd7f-9f8e-460c-a5a2-f59fc1bf8212 · inbound
LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 5
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.
Observation ed522808-29fc-4509-9c87-1ce094e1c85b · inbound
CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 15
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.
Observation df6a1f46-96f6-4128-9a52-1a7f4c46de57 · inbound
CA-BED: Conversation-Aware Bayesian Experimental Design ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 17
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.
Observation 07e1fba3-c6e4-437e-9904-31111a72d9dd · inbound
DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 6
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.
Observation 809e8657-9acb-4e1d-91a6-116639170ca7 · inbound
Continual LLM Upcycling: A Predictor-Gated Bank-Wise Sparsity Training Recipe for Dense-to-Sparse LLMs ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 22
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.
Observation 7a99b32d-c596-40ef-ba5d-da3d86673af3 · inbound
The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 146
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.
Observation ea370ea5-625a-484e-84c7-1235846176af · inbound
Transferability for General Reasoning: An Automated Curriculum for Multi-Domain RLVR ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 32
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.
Observation 2da49ecf-37a6-460f-bca8-045dc6a0868f · inbound
Transferability for General Reasoning: An Automated Curriculum for Multi-Domain RLVR ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 32
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.
Observation 15d5d1b2-0339-4a4e-b693-2e59d32cd680 · inbound
NebulaExp-8B: An Empirical Post-Training Pipeline via Full-Scale Ablation Research ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 15
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.
Observation 54c656c9-f609-458d-9dc2-5c95f6ba1637 · inbound
DOPD: Dual On-policy Distillation ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 27
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.
Observation cad6590c-cf1c-48fa-a5a2-3e51e0b2dc1d · inbound
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6159d5fd-f597-4de4-8f06-d6989927b676 · inbound
Reasoning Core: Designing Broad Procedural Data for Completion-Supervised Reasoning Training ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.