Paper Citation Record · LEDGER

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

As of 20 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 12 inbound Pith citation observations for arXiv:2506.17419.

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

pith.paper-citation-record.v1
2506.17419 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:17:00.683100Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:10:55.339700Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:39:30.656744Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy10
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8476c3e-212f-4594-97cf-a2dfbb875ad8 · outbound

This paper cites write newline.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.491178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d7b42ad-deeb-4915-9677-871c91961f6c · outbound

This paper cites GPT-4 Technical Report.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.496873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e8a6d1-dc91-4263-8cc7-410eb534c813 · outbound

This paper cites ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.501720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e59de79-1baf-40f4-bb69-8e597b749933 · outbound

This paper cites Language models are few-shot learners.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Language models are few-shot learners

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.506221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a25ea9-16bd-4b7c-94d6-80424a2173aa · outbound

This paper cites INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.510855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c1ef42-5231-4e0b-b5fb-99f285fb07ff · outbound

This paper cites Elements of information theory.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Elements of information theory

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.515539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f9a0ce4-e7e9-49fe-ade6-ea14747d7ebe · outbound

This paper cites DeepSeek-V3 Technical Report.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making DeepSeek-V3 Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.519889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a30363c-25c8-4b09-8243-11ab125ffbf3 · outbound

This paper cites A survey of embodied ai: From simulators to research tasks.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making A survey of embodied ai: From simulators to research tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.525190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08497336-4e08-41e9-a510-7bd91c88c2c6 · outbound

This paper cites Shifting attention to relevance: Towards the predictive uncertainty quantification of free-form large language models.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Shifting attention to relevance: Towards the predictive uncertainty quantification of free-form large language models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.401992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 043f886a-bdbf-46ce-a87d-4f9d46d3b416 · outbound

This paper cites GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.533818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f1dea5-aa71-473b-bf2e-6670e10e56dd · outbound

This paper cites Fomicheva, Shuo Sun, Lisa Yankovskaya, F.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Fomicheva, Shuo Sun, Lisa Yankovskaya, F

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.388141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff876e01-b223-4382-9bdf-faa4498f4540 · outbound

This paper cites A survey of uncertainty in deep neural networks.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making A survey of uncertainty in deep neural networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.542879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2a4626-6577-4072-826d-b2aa7b3df6dc · outbound

This paper cites Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.547060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd22919a-2694-46d3-b867-a1426ea9cdb7 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.551169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ecb2267-cd50-45ef-84ab-fff6acecbed4 · outbound

This paper cites Towards Mitigating Hallucination in Large Language Models via Self-Reflection.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Towards Mitigating Hallucination in Large Language Models via Self-Reflection

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.555451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e0c224-2b74-4433-ae3f-7fe787f609f8 · outbound

This paper cites Estimating mutual information.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Estimating mutual information

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.559816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0248b16f-2f52-4f54-8211-6ec8cc69d241 · outbound

This paper cites Semantic uncertainty: Linguistic invariances for uncertainty estimation in natural language generation.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Semantic uncertainty: Linguistic invariances for uncertainty estimation in natural language generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.563986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d11704a9-888d-48b1-8fb5-ea87a7fd1cf2 · outbound

This paper cites Contextualized sequence likelihood: Enhanced confidence scores for natural language generation.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Contextualized sequence likelihood: Enhanced confidence scores for natural language generation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.329925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5c8fbfc0-5d63-42a0-a9fa-387e7900b949 · outbound

This paper cites Generating with confidence: Uncertainty quantification for black-box large language models.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Generating with confidence: Uncertainty quantification for black-box large language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.315950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c1ad283f-b007-498d-89a8-807162a92c23 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making AgentBench: Evaluating LLMs as Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.576312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d5decc5-0144-430f-9068-90d0de7ecd78 · outbound

This paper cites Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.581258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b200f899-0f37-45c8-b19f-4f53082f8d53 · outbound

This paper cites Uncertainty estimation in deep learning with application to spoken language assessment.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Uncertainty estimation in deep learning with application to spoken language assessment

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.296579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a34e88ff-260b-4ca0-b72d-69ca1cdce3d6 · outbound

This paper cites Uncertainty Estimation in Autoregressive Structured Prediction.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Uncertainty Estimation in Autoregressive Structured Prediction

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.590754Z

Source-reported events for the cited work

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Observation e42bb8e4-e0c3-4605-889b-abd8f49990a8 · outbound

This paper cites Pv-tuning: Beyond straight-through estimation for extreme llm compression.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Pv-tuning: Beyond straight-through estimation for extreme llm compression

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.174113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 116e4b99-8ea9-4bd0-8939-f4f9478524dc · outbound

This paper cites Accuracy-rejection curves (arcs) for comparing classification methods with a reject option.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Accuracy-rejection curves (arcs) for comparing classification methods with a reject option

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.160784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c5e3712a-ca16-4fb9-81f7-a09c37eef157 · outbound

This paper cites Kernel language entropy: Fine-grained uncertainty quantification for llms from semantic similarities.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Kernel language entropy: Fine-grained uncertainty quantification for llms from semantic similarities

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.146452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 65274934-74ad-47b3-8178-858fd449ce01 · outbound

This paper cites ART: Automatic multi-step reasoning and tool-use for large language models.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making ART: Automatic multi-step reasoning and tool-use for large language models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.608381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 985f2b01-82d2-4b57-bc40-76775604d2e5 · outbound

This paper cites Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.612970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f268a95-dbc1-4a15-bcc5-a5137fb1265c · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Gemma 2: Improving Open Language Models at a Practical Size

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.617485Z

Source-reported events for the cited work

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Observation ed9fb38b-f271-44d2-970c-5776c320de8d · outbound

This paper cites thefuzz: Fuzzy string matching in python.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making thefuzz: Fuzzy string matching in python

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.132732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 06b71993-fd8d-4509-9611-bc15144dd724 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Reflexion: Language agents with verbal reinforcement learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.627180Z

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Observation 3f194098-8a1d-42f4-a9b5-aadcec4be506 · outbound

This paper cites Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.631213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e02c93-0148-4fa3-8362-a78c6be8aebd · outbound

This paper cites A survey on large language model based autonomous agents.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making A survey on large language model based autonomous agents

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.635368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15d244c-f1a6-4f3d-9d33-1b9263886fb4 · outbound

This paper cites Stepwise Informativeness Search for Efficient and Effective LLM Reasoning.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Stepwise Informativeness Search for Efficient and Effective LLM Reasoning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.639160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2a0c230-48b7-4d02-97ae-b8f721e496d1 · outbound

This paper cites Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.643492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b1b3c78-3829-4a36-a922-901b460ceca1 · outbound

This paper cites Qwen2.5 Technical Report.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Qwen2.5 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.647692Z

Source-reported events for the cited work

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Observation 2a5f197d-0e9c-486a-ab42-c0077bd99375 · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.652389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e3d6a56-989d-408b-983d-bbca8bb803e8 · outbound

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

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making ReAct: Synergizing Reasoning and Acting in Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.657397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ddd11b6-fc9f-4052-8f02-b0ea1aa63c9a · outbound

This paper cites React: Synergizing reasoning and acting in language models.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making React: Synergizing reasoning and acting in language models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.661878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17489cee-019c-4596-b7d0-0e8328440e1c · outbound

This paper cites Reasoning in flux: Enhancing large language models reasoning through uncertainty-aware adaptive guidance.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Reasoning in flux: Enhancing large language models reasoning through uncertainty-aware adaptive guidance

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:17:01.092327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 44f49be9-1087-446c-833d-dafb6e3a33f8 · outbound

This paper cites Large language models for robotics: A survey.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making Large language models for robotics: A survey

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.669766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056a7583-e47f-4ba1-9f39-faa4da6935db · outbound

This paper cites SAUP: Situation Awareness Uncertainty Propagation on LLM Agent.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.674120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 293a1ddd-499c-4074-b4c2-089913a5722e · outbound

This paper cites A Survey of Large Language Models.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making A Survey of Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.678668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7db9e6b0-d1c5-4726-914f-77c58d6c5619 · outbound

This paper cites A Survey of Large Language Models in Medicine: Progress, Application, and Challenge.

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T19:17:00.683100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 70481780-b179-421e-87ea-50ab7b7e07f2 · inbound

Uncertainty Quantification for Retrieval-Augmented Reasoning cites this paper.

Uncertainty Quantification for Retrieval-Augmented Reasoning UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T10:10:55.339700Z

Source-reported events for the cited work

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Observation a5da0a5a-1021-410c-bd1f-8a99848b54ba · inbound

LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems cites this paper.

LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T19:18:18.248005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd5f6a72-650a-49a4-b964-bf82c070f30c · inbound

IUQ: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation cites this paper.

IUQ: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:45:21.463079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 694325d6-6f72-4196-8343-70a81230882f · inbound

Uncertainty Propagation in LLM-Based Systems cites this paper.

Uncertainty Propagation in LLM-Based Systems UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:16:23.407378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d6ee478c-0d33-46d2-b74f-66c82d0dfd3a · inbound

Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents cites this paper.

Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:38:05.556220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1e1b8b03-6ed2-4b02-b2b8-bb850e08f5f9 · inbound

Why Semantic Entropy Fails: Geometry-Aware and Calibrated Uncertainty for Policy Optimization cites this paper.

Why Semantic Entropy Fails: Geometry-Aware and Calibrated Uncertainty for Policy Optimization UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:54:45.769668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d52086aa-c165-4664-a423-08efb5bd4120 · inbound

Proper Scoring Rules for Agentic Uncertainty Quantification cites this paper.

Proper Scoring Rules for Agentic Uncertainty Quantification UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:04:40.143726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cabc3a96-2d7b-4e52-bd6c-1b0d54022f97 · inbound

Exploring Agentic Tool-Calling Decisions via Uncertainty-Aligned Reinforcement Learning cites this paper.

Exploring Agentic Tool-Calling Decisions via Uncertainty-Aligned Reinforcement Learning UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T19:07:17.532611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 76e696d1-f3ef-41f2-8b88-9975858ba3a0 · inbound

A Systematic Evaluation of Black-Box Uncertainty Estimation Methods for Large Language Models cites this paper.

A Systematic Evaluation of Black-Box Uncertainty Estimation Methods for Large Language Models UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:39:30.659086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3c7e009f-919b-45e5-80b7-64b1da71c3d3 · inbound

Confidence Laundering in Agent Systems: Why Uncertainty Needs a Latent Carrier cites this paper.

Confidence Laundering in Agent Systems: Why Uncertainty Needs a Latent Carrier UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-03T06:07:41.582484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 138debeb-d0b0-4bd4-9c9a-a2b8dce2f5f0 · inbound

Bayesian Uncertainty Propagation for Agentic RAG Pipelines: A Proof-of-Concept Study on Multi-Hop Question Answering cites this paper.

Bayesian Uncertainty Propagation for Agentic RAG Pipelines: A Proof-of-Concept Study on Multi-Hop Question Answering UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:26:56.049360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69d8b6d9-9840-4ef1-a208-368e484192fb · inbound

Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks cites this paper.

Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T01:16:45.634283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.