Paper Citation Record · LEDGER

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction

As of 5 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2605.05134.

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

pith.paper-citation-record.v1
2605.05134 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T16:52:23.713204Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:51:58.223396Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

verified exact13
verified fuzzy25
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bdff6cd3-ca5f-4d4f-aa86-a3e39d88bd28 · outbound

This paper cites Language mod- els are few-shot learners.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Language mod- els are few-shot learners

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.573418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7bf7cdb4-5208-4e44-9fef-9280dca9ce14 · outbound

This paper cites GPT-4 Technical Report.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction GPT-4 Technical Report

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-11T17:56:08.814728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9abdf6c4-f542-4dbd-b9f1-fa2490ca6540 · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:46:27.888032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 67d921f8-ff99-41ce-8484-78a4a53ee343 · outbound

This paper cites A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-17T19:58:48.184559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0ad86aa5-4c03-476c-82bd-a1c61c7dd754 · outbound

This paper cites Ethical governance of artiﬁcial intelligence hallucinations in legal practice.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Ethical governance of artiﬁcial intelligence hallucinations in legal practice

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.579590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c8a6220c-769b-4f2a-b6ec-16fe8b15aac9 · outbound

This paper cites Edge subdivisions and the $L^2$-homology of right-angled Coxeter groups.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Edge subdivisions and the $L^2$-homology of right-angled Coxeter groups

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:08.799929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 340a4208-5173-4332-a035-204a497ff1df · outbound

This paper cites Calibrated language models must hallucinate.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Calibrated language models must hallucinate

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.582695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 026e7161-0078-42f3-807a-af7cacd6011b · outbound

This paper cites On the dangers of stochastic parrots: Can language models be too big? In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency , pages 610–623.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction On the dangers of stochastic parrots: Can language models be too big? In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency , pages 610–623

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.534127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 11cfa4ed-41b6-4212-876e-33c8f77f8227 · outbound

This paper cites Why Language Models Hallucinate.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Why Language Models Hallucinate

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cc720b4c-2df0-41f0-830f-b7ce5f9f9d55 · outbound

This paper cites Language models cannot reliably distinguish belief from knowledge and fact.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Language models cannot reliably distinguish belief from knowledge and fact

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.537591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e6db4c9f-7957-4777-bb60-fad9ae1bcde7 · outbound

This paper cites Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:08.716211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4499aa26-16da-4673-bbfe-12741a428c52 · outbound

This paper cites Non-commutative rational Clark measures.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Non-commutative rational Clark measures

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:08.734907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 512896d7-1b33-4c46-82d4-3f329921071f · outbound

This paper cites Blizzard: Adding True Persistence to Main Memory Data Structures.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Blizzard: Adding True Persistence to Main Memory Data Structures

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:08.739637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e1f1ad4c-c83b-4376-9773-73d6b3698274 · outbound

This paper cites The internal state of an llm knows when its lying.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction The internal state of an llm knows when its lying

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.551728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fd4bddc0-97e8-4a34-ba3b-027be9fe8ef7 · outbound

This paper cites Unsupervised real-time hallucination detection based on the internal states of large lan- guage models.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unsupervised real-time hallucination detection based on the internal states of large lan- guage models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.569804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 505d4f91-bafa-4410-9883-e3ef479a5aba · outbound

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

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T17:56:08.751734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6901174e-9398-4e83-8af9-47c7a2ade9f6 · outbound

This paper cites Be- yond the next token: Towards prompt-robust zero-shot classiﬁcation via efﬁcient multi-token prediction.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Be- yond the next token: Towards prompt-robust zero-shot classiﬁcation via efﬁcient multi-token prediction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.469480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 668f94c8-e2a6-4c00-bd5c-60eff7548e18 · outbound

This paper cites Learning on llm output signatures for gray-box behavior analysis.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Learning on llm output signatures for gray-box behavior analysis

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.472777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8ef00e62-96f9-4793-928e-235e4222edb9 · outbound

This paper cites Selfcheckgpt: Zero-resource black-box hallucination detection for generative large language models.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Selfcheckgpt: Zero-resource black-box hallucination detection for generative large language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.527170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f52a23c4-01bf-437b-b89a-7b1e4a36ded3 · outbound

This paper cites Felm: Bench- marking factuality evaluation of large language models.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Felm: Bench- marking factuality evaluation of large language models

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.530624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5d66bd5f-f708-4471-9ac2-acd9e1e3d950 · outbound

This paper cites Halueval: A large-scale hallucination evaluation benchmark for large language models.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Halueval: A large-scale hallucination evaluation benchmark for large language models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.541139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f545ed2-5348-4b29-9110-b5f92b79dada · outbound

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

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.548309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8fe09524-4377-43d7-a6a4-bb48197a9c5e · outbound

This paper cites Embedding and gradient say wrong: A white-box method for hallucination detection.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Embedding and gradient say wrong: A white-box method for hallucination detection

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.523567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 75cb57bb-e576-4fe5-a587-c7d6de22df64 · outbound

This paper cites Llm-check: Investigating detection of hallucinations in large lan- guage models.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Llm-check: Investigating detection of hallucinations in large lan- guage models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.513032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 59c7f840-adbc-49ff-aa2f-647f080aad4f · outbound

This paper cites Detect- ing hallucinations in large language model generation: A token probability approach.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Detect- ing hallucinations in large language model generation: A token probability approach

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.509560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0080de25-61e3-427e-9e57-f17992f454d9 · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Detecting hallucinations in large language models using semantic entropy

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.485993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e195620e-9ab1-4eb9-b07e-78c689583357 · outbound

This paper cites Semantic uncertainty: Linguistic invari- ances for uncertainty estimation in natural language generation.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Semantic uncertainty: Linguistic invari- ances for uncertainty estimation in natural language generation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.505744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f513c5c7-b67d-44b0-bd9d-c21388d54076 · outbound

This paper cites Beyond next token probabilities: Learnable, fast detection of hallucinations and data contamination on llm output distributions.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Beyond next token probabilities: Learnable, fast detection of hallucinations and data contamination on llm output distributions

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.516894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a497b6a4-ce88-454d-a4bb-55f53468b54f · outbound

This paper cites Lowest span conﬁdence: A zero-shot metric for efﬁcient and black-box hallucination detection in llms.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Lowest span conﬁdence: A zero-shot metric for efﬁcient and black-box hallucination detection in llms

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:08.764344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b4f45983-35f9-4daf-b7c2-962b0885c564 · outbound

This paper cites Factselfcheck: Fact-level black-box hallucination detection for llms.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Factselfcheck: Fact-level black-box hallucination detection for llms

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.476711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 401be164-4cc1-42c1-a20c-443b2e211862 · outbound

This paper cites SAC3: reliable hallucination detection in black-box language models via semantic-aware cross-check consistency.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction SAC3: reliable hallucination detection in black-box language models via semantic-aware cross-check consistency

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.559358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f4eec2da-7124-4b0d-93d1-d019b53ccaff · outbound

This paper cites Multi- perspective consistency checking for large language model hallucination detection: a black- box zero-resource approach.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Multi- perspective consistency checking for large language model hallucination detection: a black- box zero-resource approach

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.489623Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b7ce4f95-d353-4539-9005-0d1f9e3ed203 · outbound

This paper cites Zero-knowledge llm hallucination detection and mitigation through ﬁne-grained cross-model consistency.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Zero-knowledge llm hallucination detection and mitigation through ﬁne-grained cross-model consistency

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.496404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1e5380c4-8b7b-4aa5-b27f-5bc068a38087 · outbound

This paper cites Budiši ´c, R.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Budiši ´c, R

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.499719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ab949e8e-b737-4ab3-bdf5-4ef70a1c188e · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.482249Z

Source-reported events for the cited work

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Observation 6d418a37-1e37-4cc5-96db-4dc2ff83e4ae · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.492586Z

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Observation 6634480b-9347-421f-8ed8-302d2e567a5a · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.555461Z

Source-reported events for the cited work

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Observation 9cbdc6a1-af1b-4452-99db-a4ea04032037 · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.544420Z

Source-reported events for the cited work

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Observation 5460edf4-2846-4f74-b637-9bfd30ccacf2 · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.576356Z

Source-reported events for the cited work

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Observation 1e6560b0-3954-413d-a758-f9cc6f869bdf · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.519920Z

Source-reported events for the cited work

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Observation f98bd351-d6d1-4bd7-bd3c-7bba7ed4d21a · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.562393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 726fb0ab-17f0-447d-90b3-e4732ba8deea · outbound

This paper cites jina-embeddings-v5-text: Task-Targeted Embedding Distillation.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction jina-embeddings-v5-text: Task-Targeted Embedding Distillation

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-11T17:56:08.701399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bdeb5a97-dcb6-4a68-a209-f03814bd942e · outbound

This paper cites Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:36:21.368649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f76ec0c-de46-43a6-9bfa-fecbe5886b06 · outbound

This paper cites F2LLM-v2: Inclusive, performant, and efficient embeddings for a multilingual world.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction F2LLM-v2: Inclusive, performant, and efficient embeddings for a multilingual world

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:56:08.712620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3287c842-dc50-4bc6-9ceb-6befe60197f5 · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.479240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9e6eaf32-9db2-487f-9b0c-c9d8a7b93bec · outbound

This paper cites The Llama 3 Herd of Models.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction The Llama 3 Herd of Models

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-05-11T17:56:08.698085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e3ee4552-366f-4e4c-b368-acc6a02a6ada · outbound

This paper cites A quantitative analysis of koopman operator methods for system identiﬁcation and predictions.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction A quantitative analysis of koopman operator methods for system identiﬁcation and predictions

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:07:32.566268Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.479521Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c6b6377-8fa9-4afd-8b91-d00a415705f3 · outbound

This paper cites an unresolved cited work.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-26T09:07:32.502597Z

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Pith citing papers

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Guarantees on Dynamical System Distinguishability for LLM Token Generation cites this paper.

Guarantees on Dynamical System Distinguishability for LLM Token Generation Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T00:51:58.223396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.