Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:09:25.399255Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2505.22630.
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 2026-08-07T13:09:25.399255Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:43:58.240137Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T12:44:01.696361Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d506fbe5-6bae-4545-9b50-109847cbaf70 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a51bfb4a-306c-420b-9eed-4cc1aed8acc0 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa182580-1a71-424c-8467-f29f3dbad05f · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c60a12e2-fbb3-486a-9cec-efdb47959623 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Eliciting Latent Predictions from Transformers with the Tuned Lens
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07929647-61d0-4299-90c6-b6e8fbbb1782 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d335f3ca-81d6-4bef-a518-69aada9c8534 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7191963d-3b04-41e7-a5f6-71ed662c6b84 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c743ae57-deef-4783-bcce-9087dd326890 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7de67f09-472c-477b-bdbe-68ca09bda632 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3185e5f7-7a81-4392-9bf2-d9ac88d241f4 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f54b1ad-5f7d-4cee-9a79-e8d73ae13cba · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 661beb22-d653-460f-8e79-779fa6bfbaf3 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daa4415b-5a1e-450a-bf6f-4b0772804415 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa84b67e-dd78-4a50-96a0-f49935249b5e · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 630ef343-7a53-48de-9dd2-edbc79b1e8f9 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e31cd014-cc65-4ff9-989d-12dc3b6b9023 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Hwang, Soumya Sanyal, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, and Yejin Choi
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c8b05a0-7f60-4ab1-b478-f6e20647c9d9 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df16ed28-3e62-4d95-a73e-d4a85c66d183 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac255b2d-3a9a-4852-91c5-bce8b0d4c8ef · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d12ac30b-5e35-4322-874d-b18078994b1d · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 66b8eb6f-43b3-46d8-b9ef-65272071bf4c · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb33290b-eb55-4196-9483-39e71ab9b08a · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Mistral 7B
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2ce990e-ec63-4537-b276-aef00ba84939 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4aa5c1c-9a57-4ede-ba9f-fb9dd0c94a9b · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4d88254-f59d-4bdf-9567-2c37e02615fb · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unfamiliar Finetuning Examples Control How Language Models Hallucinate
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ef9a4bf-50f7-44d0-8832-17643aa31ef8 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6072499e-8b9b-473a-bcb6-f8741f3919f2 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99ef2b5e-4d4a-4808-b7a7-cef7a1cd1537 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97bb350a-e27b-427a-932e-6af89a3bdaa2 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e0ab132-4edf-4c24-a625-6dd6d9b12cd7 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25191283-e255-4b50-b37c-aa29c8878ae4 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 394fee34-fe7f-4582-92a5-827d32ebc100 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cffad91e-78a2-44bf-a3e7-dc74ca53c2d5 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb47d6e2-a65c-4161-baa2-5510cdfa4976 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 209b23b6-88d6-4b6a-8a5c-f8cad8d0cab4 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e308b359-adfa-4f58-8cf2-f111d1f2fdea · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87e50643-6e20-4fbc-a76c-b26203b17959 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5633bdf7-f0da-4b2b-a3a5-38158db2f7b3 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3d73989-990f-40a8-8ec5-5ca217c6f2fa · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e65c1f5-4703-4ffe-bb9d-ed3021ad4f9f · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 88fe98eb-66c4-47ff-be72-b81ec9d39061 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Miller, and Sebastian Riedel
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation de73bd06-7810-4dca-95a2-dcbf3ed67ff1 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff0737ad-04d8-4585-9ce6-778f044ac5f8 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 721f017a-306a-4002-8738-202bc38f9e56 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a425b704-9625-4a33-adbf-6f90e346f121 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0cd4a28-5650-41ab-8a26-e4d133b91928 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 874f5005-6dad-4369-872e-2e58e5f8ba99 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Retrieval Head Mechanistically Explains Long-Context Factuality
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61085c52-0b00-4fa3-949e-a1b82f222f0b · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bdf072f-54d9-4669-9df7-70a8aa6c8fbf · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 608bd7f2-ffaf-47f5-8cb9-d0a78d2b027b · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Benchmarking Benchmark Leakage in Large Language Models
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10082068-e540-4362-8f40-8a631263afcd · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a36d2e7-1ead-4c40-bcf0-fb7ba9094799 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8116e09-4983-43c4-a763-c8fc9808fedc · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eae2fb7c-06ac-419e-8048-c5bd256880b9 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 483485c7-536c-4042-ad15-f931e510b644 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bafc43a-d9f6-4bf0-9bd1-31f00b40c300 · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs online" 'onlinestring :=
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8647784f-d649-4b05-871a-2fe72e3efcac · outbound
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs write newline
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 550fe289-e036-46e9-ab0c-27a2d182fb23 · inbound
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.