Paper Citation Record · LEDGER

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

As of 15 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 5 inbound Pith citation observations for arXiv:2412.01033.

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

pith.paper-citation-record.v1
2412.01033 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:49:29.821849Z

measured 47 of 47 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:37:55.261599Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T06:07:41.557063Z

Reference resolution

42 of 42 outbound references displayed

verified exact1
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb9ba8ee-8e89-4a56-adec-230c58563769 · outbound

This paper cites GPT-4 Technical Report.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.480528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f20efb8-4a15-4aa5-bf3c-3a2a66e1c753 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:49:30.726056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cfcc5446-09ad-4526-a955-509c9a4909c6 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:49:30.706848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b0a24b09-2017-4a20-a495-c372b48329f6 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:49:30.685332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b653b9cd-5692-48bf-95a5-6bf81b7e51e9 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.507898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2be8d7c2-dee8-4d57-b262-2aaf57f27550 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.514537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5ec010-a021-4ba3-a310-390265f861a6 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:49:30.651663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0bb67ba2-7b19-4673-8178-6fb58b0a2da2 · outbound

This paper cites Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-12T04:49:30.405527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2f43dfb0-3c70-4d19-9eb2-9dceaebc3535 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.533310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49954d59-ed20-4901-a91b-bf1d71cfa1b2 · outbound

This paper cites The Llama 3 Herd of Models.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.542219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e411d3f-c233-4d5c-8849-093755bfefb1 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.550776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23817bce-d4f2-4e79-8d3c-159a90b57e90 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.558880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91672d42-4a73-4209-b5d5-04efbe681c4f · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.566299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef044290-7a5d-4bb0-b759-d78892f3543d · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.577172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9d5e98e-0cf7-43a7-9d82-5f4b16dca277 · outbound

This paper cites Towards Uncertainty-Aware Language Agent.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Towards Uncertainty-Aware Language Agent

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.583763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e8cdb95-50fb-4598-8a55-084cce15d347 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Measuring Massive Multitask Language Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.591575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78403ad1-2d44-4ea5-b35d-928c9203ae0c · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.604478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9ca1c1b-bdb8-4537-8b6a-7128c017bc0b · outbound

This paper cites Language Models (Mostly) Know What They Know.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Language Models (Mostly) Know What They Know

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.619338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aeeb439-eba6-4951-bcb9-58fc30c91b5f · outbound

This paper cites Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.627626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d973e98-9b01-48c3-8ff3-7f45a887f5eb · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.635188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68d120c4-09fe-45a9-b378-5bae91b6bb0c · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.642484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b466a29-9eaf-4a17-8efa-5f98b2b6f7e0 · outbound

This paper cites Uncertainty Estimation in Autoregressive Structured Prediction.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Uncertainty Estimation in Autoregressive Structured Prediction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.651101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efc138de-de21-4ce1-b1a1-d1eb07f629d1 · outbound

This paper cites Large Language Models: A Survey.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Large Language Models: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.660873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe0cc9a-9e1b-4ac9-a248-ce9827be9347 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent WebGPT: Browser-assisted question-answering with human feedback

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.667362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 690616b1-b99e-42f8-9e5f-d13b4b46ad02 · outbound

This paper cites Making Language Models Better Tool Learners with Execution Feedback.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Making Language Models Better Tool Learners with Execution Feedback

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.678821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f8c443-c022-4014-93ec-ddfe2eb76542 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.685255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cec595cf-2f7d-42ac-b747-49207a3143bb · outbound

This paper cites Know What You Don't Know: Unanswerable Questions for SQuAD.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Know What You Don't Know: Unanswerable Questions for SQuAD

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.697530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 262c2510-0360-42f0-9a20-f1bb3572df57 · outbound

This paper cites Self-Reflection in LLM Agents: Effects on Problem-Solving Performance.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.703485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75124874-b942-4e4d-ad88-bddfccc31e22 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:49:30.539720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da817ebf-5a16-4bf7-a649-7c8f1e1aea8b · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.724554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1c24ad3-11bf-4053-9616-9a79e83b12b9 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.732084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4516b49c-dbf6-4eaf-8629-fefc8ef1f767 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.738001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f121e32b-4982-4dbb-b6a6-76ca3abcd1c2 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.744583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea41c59b-e486-414c-92b6-607090ab5941 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.751434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22ca22f7-961f-4942-8122-a0a1de2cf062 · outbound

This paper cites an unresolved cited work.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.759498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 142480a0-32dd-45d9-a4c4-d20327d97c4d · outbound

This paper cites On Hallucination and Predictive Uncertainty in Conditional Language Generation.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent On Hallucination and Predictive Uncertainty in Conditional Language Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.765532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9ba1ed4-5f4f-4f80-96f5-3864a29755ad · outbound

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

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.771482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e3324c-6654-4c1d-8836-047f9138f983 · outbound

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

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent ReAct: Synergizing Reasoning and Acting in Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.777579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c22cf364-8a73-4099-802b-db1e4121f334 · outbound

This paper cites Do Large Language Models Know What They Don't Know?.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent Do Large Language Models Know What They Don't Know?

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.785661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4faefee-05f9-47f5-861a-cc51452101c5 · outbound

This paper cites A Survey of Large Language Models.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent A Survey of Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.808953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1bc09d6-d77a-4ecc-9a8a-3d4d7eed80c5 · outbound

This paper cites online" 'onlinestring :=.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent online" 'onlinestring :=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.814949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e419ff-d49f-4891-bb18-04b859f080d3 · outbound

This paper cites write newline.

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:29.821849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3bc67709-2da5-4d02-ae62-3ec389eb0f7d · inbound

A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions cites this paper.

A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

Reference 251

Resolution: unresolved; no resolver link, observed 2026-08-11T20:37:55.261599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be5a4bd-a88a-4e51-a567-ef97ab85362f · inbound

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning cites this paper.

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:47.895703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a6a755b-f192-48c8-9b2a-0dbc92e27843 · inbound

Proper Scoring Rules for Agentic Uncertainty Quantification cites this paper.

Proper Scoring Rules for Agentic Uncertainty Quantification SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:04:40.146416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a41da784-1789-49f3-af4f-a5af38d37b5f · inbound

Helicase: Uncertainty-Guided Supply Chain Knowledge Graph Construction with Autonomous Multi-Agent LLMs cites this paper.

Helicase: Uncertainty-Guided Supply Chain Knowledge Graph Construction with Autonomous Multi-Agent LLMs SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:23:44.597824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1328b759-5d93-416b-94f3-abc1a5b52e2c · 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 SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-03T06:07:41.558416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.