Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T21:18:07.586683Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2603.20750.
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 2026-07-13T21:18:07.586683Z
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
40 of 40 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f7f01b9d-dfc0-461d-a589-b222b53bf121 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Educational data mining to predict bachelors students’ success,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66eb48e4-ae95-4a00-8ad6-1c4d640886dc · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Systematic review of research on artificial intelligence applica- tions in higher education—where are the educators?
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fcec797-17ec-476a-9779-1cae277cd591 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception It’s who you know: A review of peer networks and academic achievement in schools,
Reference 3
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 fdc547d0-425d-470c-bb0f-2d2c8ad57d7f · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Students’ academic performance prediction using educational data mining and machine learning: A system- atic review,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f96b8d00-0f75-4660-8149-f5f2cafa157f · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Multi-agent Reinforcement Learning: A Comprehensive Survey
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86c4f307-211e-40e5-ad3d-6f19186574c8 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Large Language Models for Agent-Based Modelling: Current and possible uses across the modelling cycle
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a35cdbd0-fffd-4d51-9115-51cd578ab402 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception A survey on large language model based autonomous agents,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 465ec76f-c6ba-4705-847d-21b898dc0109 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Large language model based multi- agents: A survey of progress and challenges,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed959c99-31f5-4e2f-a6d6-964eca48a177 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Beyond Static Responses: Multi-Agent LLM Systems as a New Paradigm for Social Science Research
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe8df0df-9c21-4519-a57c-c48cbb02e8f5 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Graph neural networks for social recommendation,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58f6197d-433f-4c07-a9d6-7d762e6a2cc9 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception INFLECT-DGNN: Influencer pre- diction with dynamic graph neural networks,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 623b6dc5-0ca9-449d-93ea-545b50be9c94 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception AI-based conversational agents: A scoping review from technologies to future directions,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc6909ad-fbb2-41dd-965b-6457c661a536 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception LLMs and generative agent-based models for complex systems research,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e5bca9e-7353-4396-9e55-093e2dcb722f · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Population-aligned persona generation for LLM-based social simulation,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74bf7a4a-ed27-46ae-9f1a-c1c832924139 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Reaching a consensus,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 206e59ac-c8a9-4ef7-af5b-1596746cc471 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Social networks in structural equation models,
Reference 16
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 17e81658-d586-47ca-864f-2a1c7f243824 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Continuous opinion dynamics under bounded confi- dence: A survey,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4149ad27-b524-4b0e-b226-ee9e236e82ec · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Naive learning in social networks and the wisdom of crowds,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ce6a821-85d9-4bea-8d4a-0f3b09907427 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Agent-Based Modelling Meets Generative AI in Social Network Simulations
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37f51e05-ac52-498a-8506-9472644354bb · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Spread of (mis)information in social networks,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 901b333f-3de0-494a-8a8a-902bd75a0a3d · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Model- ing interpersonal perception in dyadic interactions: Towards robot-assisted social mediation in the real world,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a52f12dc-9c51-45eb-ac1b-48c0904e77fe · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Neural relational inference for interacting systems,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5722b1c-d517-487b-bea8-cd2659d5632f · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Relational inductive biases, deep learning, and graph networks
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3d49878-f26d-4a5b-89f3-3092c7a8ccc2 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception GNN-IR: Examining graph neural networks for influencer recommendations in social media marketing,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbef1090-0aac-45e2-aab6-14b85e449d11 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Generative agents: Interactive simulacra of human behavior,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8ebe2f0-0251-4dae-a106-819ba75e1fe7 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Bayesian teaching enables prob- abilistic reasoning in large language models,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af7c9326-79fe-4682-b8e9-b5c307eed4eb · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception BayesAgent: Bayesian agentic rea- soning under uncertainty via verbalized probabilistic graphical modeling,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58cccbd8-75dd-469e-b592-d19cf0b9fab2 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Are LLM belief updates consistent with Bayes’ theorem?
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a2d7789-2a4b-4579-83ae-96cc6bb9e842 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Uncer- tainty propagation on LLM agent,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94c53468-729a-474e-8816-5468dc954efc · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception The emerging field of emotion regulation: An integrative review,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74e56412-dc98-4792-9b23-c063752a9709 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acd062a0-d2e8-4f4f-bf63-bd7bc3685243 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Large language models show amplified cognitive biases in moral decision-making,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba7e6baa-33da-474d-a4b9-2765c12be8b8 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Mitigating cognitive biases in clinical decision-making through multi-agent conversa- tions using large language models: Simulation study,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05739759-70f7-4796-a600-ff7d68fce576 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception LLM Agent-Based Simulation of Student Activities and Mental Health Using Smartphone Sensing Data
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f422fa6c-a03f-45a0-b2ae-8b9ffc5176c5 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Explainable multi-agent reinforcement learning for temporal queries,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd44147c-8bf8-4d55-b643-449d07572e97 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2676008d-dbc5-4f5b-bc82-36714baa387d · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Cognitive social structures,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfe736b1-b071-447a-8457-0ea5dab37f2c · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d42c5d50-8534-4bb8-b4ad-9d8f109327ac · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09eede96-cec1-4678-860a-83710b0e5cb9 · outbound
Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.