Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T21:50:44.634425Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2606.06959.
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 2026-06-27T21:50:44.634425Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
68 of 68 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 12ef64a5-8cd3-4098-9630-d020e43a3524 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios A survey of large language models, 2026
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae569641-29f8-48aa-92fc-b0974b8299d9 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Enhancing Hallucination Detection through Noise Injection
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0768c8de-16cf-4d6f-98e7-9ad885692c69 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Steer LLM latents for hallucination detection
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28a463ae-fc3d-4f21-beaa-e1b1fb37770f · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Triviaqa: A large scale distantly supervised challenge dataset for reading comprehension.ACL, 2017
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ad61245-1ac0-4264-8e51-f0e4f1915a70 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Truthfulqa: Measuring how models mimic human falsehoods.ACL, 2022
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e610ddc-5ad7-498e-a2da-65a882d8d814 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios don’t forget the teachers
Reference 6
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Unavailable: canonical work link unavailable.
Observation 762b1606-dac0-46ac-aebe-5c54c919de24 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios The clinicians’ guide to large language models: A general perspective with a focus on hallucinations.Interactive Journal of Medical Research, 14:e59823, 2025
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc2342e-44d4-493e-87f6-691b48ca4d93 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 27589b21-22f3-4743-b115-18e3018cd67a · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios On faithfulness and factuality in abstractive summarization
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 038abfac-3fa2-4083-951f-126ad6b6519e · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unresolved cited work
Reference 10
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Unavailable: canonical work link unavailable.
Observation 4d8e3d82-5386-4d92-802a-ce04646000ce · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Llms will always hallucinate, and we need to live with this
Reference 11
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Unavailable: canonical work link unavailable.
Observation 90e6ba6b-4e22-474d-bd28-78c8d5667152 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Why Language Models Hallucinate
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4f82083c-d2a3-495c-b3fc-5abb37b2d394 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59324628-e51a-4aa6-a2ab-b799f6685579 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios On the limits of language generation: Trade-offs between hallucination and mode-collapse
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aebe6ada-de61-4f7d-9d4a-02c01bb56323 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Out-of-Distribution Detection and Selective Generation for Conditional Language Models
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 487a8628-a48b-4e63-9a6c-ed5bb161a06c · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Halueval: A large-scale hallucination evaluation benchmark for large language models
Reference 16
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Unavailable: canonical work link unavailable.
Observation ca9ca650-5dbe-4366-81ea-1a31069124a0 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios SelfcheckGPT: Zero-resource black-box hallucination detection for generative large language models
Reference 17
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Unavailable: canonical work link unavailable.
Observation 80ffcf4a-4bc5-4126-9cfb-24ae5eaab96e · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Detecting hallucinations in large language models using semantic entropy.Nature, 630:625 – 630, 2024
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4da72157-038e-4a07-81eb-52c149a08869 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.ACM Trans
Reference 19
Source-reported events for the cited work
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Observation b86e3a0e-7ff0-4755-8b31-861c01757a2a · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Siren’s song in the AI ocean: A survey on hallucination in large language models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c83b097-c7f4-4e52-9e4a-7ecb9a50562c · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Lin, Jacob Hilton, and Owain Evans
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb5ed7d9-7a7c-4227-ba1a-1d68e2c75352 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Generating with confidence: Uncertainty quan- tification for black-box large language models.Transactions on Machine Learning Research, 2024
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c434c7ca-fdb3-4549-bd07-ac41fb781a4b · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Out-of-distribution detection and selective generation for conditional language models
Reference 23
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Unavailable: canonical work link unavailable.
Observation 09a97ce3-6ba3-4152-af13-d48becd51d0f · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Uncertainty estimation in autoregressive structured prediction
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e02302a-9c5d-4fce-ab4c-4d8f34680236 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Shifting attention to relevance: Towards the predictive uncertainty quantification of free-form large language models
Reference 25
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Unavailable: canonical work link unavailable.
Observation 712823a5-b9fc-4364-8915-879a4b0fe4e8 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios INSIDE: LLMs’ internal states retain the power of hallucination detection
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65871b73-c798-4c4c-8123-d9285b9c4b56 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Discovering latent knowledge in language models without supervision
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38dbcfc7-42d6-482d-a017-6cd4a6b4694b · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios The internal state of an LLM knows when it’s lying
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9f9f690-79b0-4913-8ddc-6a3e47c41999 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Mitigating LLM Hallucinations via Conformal Abstention
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 73223825-80cf-4629-9b56-8d404c32bf96 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios A framework to assess clinical safety and hallucination rates of LLMs for medical text summarisation.npj Digital Medicine, 8(1):274, 2025
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75f553c5-6613-42d3-9f34-79d3abf88a3a · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios RedeEP: Detecting hallucination in retrieval-augmented generation via mechanistic interpretability
Reference 31
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Unavailable: canonical work link unavailable.
Observation de685675-23b3-4e20-9e8f-3a55dbc43165 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Spectral guardrails for agents in the wild: Detecting tool use hallucinations via attention topology.arXiv preprint arXiv:2602.08082, 2026
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 04a7f3a5-72d1-42a5-89cf-291c1ca7f88d · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios The illusion of progress: Re-evaluating hallucination detection in llms
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61ca33cd-fdc7-4bca-9997-1b046b1e0720 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios HalluLens: LLM hallucination benchmark
Reference 34
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Unavailable: canonical work link unavailable.
Observation dfc11c2d-7961-42a6-8f4d-49d85d66385c · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Hallumix: A task-agnostic, multi-domain benchmark for real-world hallucination detection
Reference 35
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Unavailable: canonical work link unavailable.
Observation 694577d0-c3ed-4591-8943-5e90ea46e41d · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios ICR probe: Tracking hidden state dynamics for reliable hallucination detection in LLMs
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab6f41d8-1648-4f5a-bf28-d55df6c52ffd · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Evaluating evaluation metrics — the mirage of hallucination detection
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcc13de4-7382-4789-9a16-4a84be4e470c · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios HalluCounter: Reference-free LLM hallucination detection in the wild! In Kentaro Inui, Sakriani Sakti, Haofen Wang, Derek F
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92e914dd-c86a-4d55-95c6-05c565682808 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Haloscope: Harnessing unlabeled LLM generations for hallucination detection
Reference 39
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Unavailable: canonical work link unavailable.
Observation 7e049d3b-6fcc-4143-b84b-00c576056d55 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Beyond in-domain detection: Spikescore for cross-domain hallucination detection
Reference 40
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Unavailable: canonical work link unavailable.
Observation fc985e14-673c-4522-9984-7aac7c98a203 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Halluentity: Benchmarking and understanding entity-level hallucination detection.Transactions on Machine Learning Research, 2025
Reference 41
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Unavailable: canonical work link unavailable.
Observation e574ae69-ba07-406f-8f14-aef206cff43b · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios FActscore: Fine-grained atomic evaluation of factual precision in long form text generation
Reference 42
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Unavailable: canonical work link unavailable.
Observation f59cd2c7-49ed-4dcf-a8a5-b44d043e0cd6 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ab38d65a-3c1d-411c-9604-07b331761a3e · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios CommonsenseQA: A question answering challenge targeting commonsense knowledge
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8995dfe4-0795-4d72-8a87-e73ede5b0f4a · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Know what you don’t know: Unanswerable questions for SQuAD
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34e12fe4-348b-4799-95eb-8f25fd179c00 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fbddeb3-ed2a-4425-bcbc-0393bf027db5 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 377d4da5-8b7d-4e50-ac78-aa9d7175ce7f · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios RAGTruth: A hallucination corpus for developing trustworthy retrieval- augmented language models
Reference 48
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Unavailable: canonical work link unavailable.
Observation 7ae2b247-79cb-4dad-b3e2-537b48256c3f · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Cohen, and Mirella Lapata
Reference 49
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Observation d79f4e3b-3426-46c2-a0f3-71490658413e · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Training Verifiers to Solve Math Word Problems
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3788e0a9-4c4b-4a7c-bcfd-2cb910fac57d · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unresolved cited work
Reference 51
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Unavailable: canonical work link unavailable.
Observation 25efa473-0b0c-4f83-87ce-46038aee1416 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unresolved cited work
Reference 52
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Unavailable: canonical work link unavailable.
Observation aba88819-8336-4d4d-bd7e-2cb0064bd9d7 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios TheoremQA: A theorem-driven question answering dataset
Reference 53
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Unavailable: canonical work link unavailable.
Observation 3ed483a7-2254-43b4-8470-8cd7cefa40fa · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Evaluating Large Language Models Trained on Code
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 32573af4-6ef0-422d-9113-a9304ea9ad29 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Cai, Michael Terry, Quoc V
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9532453b-e632-4281-bfe4-a08b68257ab6 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios xLAM: A family of large action models to empower 13 AI agent systems
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff9b34ec-5dfa-4b1e-9aae-9401300456ae · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios The belebele benchmark: a parallel reading comprehension dataset in 122 language variants
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4635a291-f871-4801-8f8d-2352aa3714ae · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Wong, and Rui Wang
Reference 58
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Unavailable: canonical work link unavailable.
Observation 7309c510-6b02-4892-9795-7a4570def759 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Xing, Hao Zhang, Joseph E
Reference 59
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Observation 24bf2e3e-e3a0-4f08-ab88-0552481fb536 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Language Models (Mostly) Know What They Know
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 32cc776a-998e-4073-ab73-d5923541d287 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unsupervised real-time hallucination detection based on the internal states of large language models
Reference 61
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Unavailable: canonical work link unavailable.
Observation f5c48028-d6ae-43a9-a115-6edb66eba6f1 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Semantic entropy probes: Robust and cheap hallucination detection in LLMs, 2025
Reference 62
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Unavailable: canonical work link unavailable.
Observation dff60981-dad6-4534-a7ea-0338c08650a3 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Prompt-guided internal states for hallucination detection of large language models
Reference 63
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Unavailable: canonical work link unavailable.
Observation 3f9436a0-44e0-45b9-8a8b-f3048964ebdc · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios The Llama 3 Herd of Models
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 46f7776a-0ffd-47c8-84ea-57fe4facc54a · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Qwen3 Technical Report
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 97e45cb9-33fc-498f-9007-43ff085b9cb3 · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unresolved cited work
Reference 66
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Unavailable: canonical work link unavailable.
Observation ffad3e46-2e45-41e8-89d9-42b0edd6f29b · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Unresolved cited work
Reference 67
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Unavailable: canonical work link unavailable.
Observation d21aad8e-fb3a-41ae-9988-bc3f1f61d84b · outbound
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios reasoning
Reference 68
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No inbound Pith citation observations are available.