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Paper Citation Record · LEDGER

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs

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.

pith.paper-citation-record.v1
2505.22630 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:09:25.399255Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:43:58.240137Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:44:01.696361Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact3
  • verified fuzzy2
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d506fbe5-6bae-4545-9b50-109847cbaf70 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:18.879482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:18.879482Z digest=sha256:2b6f102ca450caee5f42f62985d428fbda23c1093128aa9affb6998f2d3f0d31

Observation a51bfb4a-306c-420b-9eed-4cc1aed8acc0 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:18.954057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:18.954057Z digest=sha256:f99ea7dfce4b9176a9fb29e686ae065c314503f3c0b869321a3f88d0d4799d78

Observation aa182580-1a71-424c-8467-f29f3dbad05f · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:19.111860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:19.111860Z digest=sha256:0afea3880dd47a047ef82b4091929bf91dc44ea5be9f6523c3084833c43a8bdb

Observation c60a12e2-fbb3-486a-9cec-efdb47959623 · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:19.264987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:19.264987Z digest=sha256:e8c3b1844a36d5fadad20729e474f14d77f77158a0090a52648b593dd8ed7d1a

Observation 07929647-61d0-4299-90c6-b6e8fbbb1782 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:19.372780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:19.372780Z digest=sha256:9fcdc5e7d84d394faa14efa77e3e1415c4ba2c712731117ffe5d2d3610d1a728

Observation d335f3ca-81d6-4bef-a518-69aada9c8534 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:29.195062Z

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.

source=arxiv_source observed=2026-08-07T13:09:19.519196Z digest=sha256:2df61940a7dd1826d9c8071421fb9e96d9168ad4edaef7e14f768469af35ef06

Observation 7191963d-3b04-41e7-a5f6-71ed662c6b84 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:19.674000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:19.674000Z digest=sha256:16f76c7799cb577568a0e379031ce6b34915be375d18eed403ba1b12119b1945

Observation c743ae57-deef-4783-bcce-9087dd326890 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:19.826313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:19.826313Z digest=sha256:7017a11944318db9e1f71c517edb3ea627bf9da5938381eeef16a15d05f1de6b

Observation 7de67f09-472c-477b-bdbe-68ca09bda632 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 9

Resolution
verified exact
doi, observed 2026-08-07T13:09:26.292876Z

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.

source=arxiv_source observed=2026-08-07T13:09:19.930696Z digest=sha256:ed867628d00eb4088e713e744e5a13ad7aefe56d90ed7f98d362ad4b5ee5003a

Observation 3185e5f7-7a81-4392-9bf2-d9ac88d241f4 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T13:09:25.981256Z

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.

source=arxiv_source observed=2026-08-07T13:09:20.071424Z digest=sha256:59935d7f0bec5f4f6b5d560c4c52821e128195101b7e10223a98b85aba8376d4

Observation 7f54b1ad-5f7d-4cee-9a79-e8d73ae13cba · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:20.169533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:20.169533Z digest=sha256:ae0f04006cbaf2631b4dc547e1b92d99a2b03a1ca1bcc29c1badde5509cabdc4

Observation 661beb22-d653-460f-8e79-779fa6bfbaf3 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:20.292579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:20.292579Z digest=sha256:a9973b310214caf60a8c74358f443abd0c53b66ea64c4fb979b86847cc97fe7c

Observation daa4415b-5a1e-450a-bf6f-4b0772804415 · outbound

This paper cites 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 Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:09:26.915949Z

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.

source=arxiv_source observed=2026-08-07T13:09:20.433223Z digest=sha256:3b234f703a153e0313177152307dc20ee95322b0298e45476607dc795d5446a5

Observation fa84b67e-dd78-4a50-96a0-f49935249b5e · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:20.545674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:20.545674Z digest=sha256:ee841917ad876bcacf51b2770244825b1973b36c5bfd9fd7e25e19a5120e0180

Observation 630ef343-7a53-48de-9dd2-edbc79b1e8f9 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:20.677180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:20.677180Z digest=sha256:9acbb207331e56db9a4b9249965177dd92cab335ad014a42dee0bea27b701904

Observation e31cd014-cc65-4ff9-989d-12dc3b6b9023 · outbound

This paper cites Hwang, Soumya Sanyal, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, and Yejin Choi.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:09:28.943720Z

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.

source=arxiv_source observed=2026-08-07T13:09:20.788235Z digest=sha256:3d0e87bc4c53a2b88a86acd06d62d5a395bf6de912abebc7a14c20427eab7227

Observation 5c8b05a0-7f60-4ab1-b478-f6e20647c9d9 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:20.892344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:20.892344Z digest=sha256:6c46e166b94f44f3e9d98fcb03fcc857212d8fb4d41249b9aefa4cb65fcee8fa

Observation df16ed28-3e62-4d95-a73e-d4a85c66d183 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:21.008830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:21.008830Z digest=sha256:bd8d0aa2cefdac98c89a2780d89fc083cedf4aaa7f837260b98c2e954bfd89c2

Observation ac255b2d-3a9a-4852-91c5-bce8b0d4c8ef · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:21.122291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:21.122291Z digest=sha256:97ba1c70e20231535b52637ee47332b00e6880cd5f8c38446baa46edc4ea4d09

Observation d12ac30b-5e35-4322-874d-b18078994b1d · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:28.675565Z

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.

source=arxiv_source observed=2026-08-07T13:09:21.205305Z digest=sha256:1ee8a4359e05d9557262848fcde7660396f8f6dab8eca8d0baeb5c20174d216f

Observation 66b8eb6f-43b3-46d8-b9ef-65272071bf4c · outbound

This paper cites The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:21.305279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:21.305279Z digest=sha256:36743314e6d6774edcd595ca55f69108bbf47169d8bf7aad276031e94fd8cb1c

Observation fb33290b-eb55-4196-9483-39e71ab9b08a · outbound

This paper cites Mistral 7B.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Mistral 7B

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:21.440579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:21.440579Z digest=sha256:3de6e767047669f816d96321852705bc52909e7a7394d455a4deda8f83a62e50

Observation f2ce990e-ec63-4537-b276-aef00ba84939 · outbound

This paper cites Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:21.551518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:21.551518Z digest=sha256:760a87b78b135869834dbb99c899024348def13935163ce696a13663563eca96

Observation a4aa5c1c-9a57-4ede-ba9f-fb9dd0c94a9b · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:21.674441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:21.674441Z digest=sha256:58a5ec7c7f5fed15defb72fde3bb09f6a3b2231d3aeaaf3dd79ccb61b606c2f4

Observation a4d88254-f59d-4bdf-9567-2c37e02615fb · outbound

This paper cites Unfamiliar Finetuning Examples Control How Language Models Hallucinate.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:21.817408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:21.817408Z digest=sha256:690a34e86c48a4b4af096f0ff65a2066b5be35503151ba0f2a73479f1f015bdd

Observation 9ef9a4bf-50f7-44d0-8832-17643aa31ef8 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:21.942690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:21.942690Z digest=sha256:ab2a38d0391cc0c2eef0eea4e5e69f2eef992442f3235a61e727e1d86a18eef3

Observation 6072499e-8b9b-473a-bcb6-f8741f3919f2 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:22.070266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:22.070266Z digest=sha256:4f42dbb3bc078b6264e4328fb8f97831270855bcc423245ce03b128251a645b8

Observation 99ef2b5e-4d4a-4808-b7a7-cef7a1cd1537 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:22.200276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:22.200276Z digest=sha256:b2c90fec5dad284a8946769d8229b7b3051e948a81b9b4aabdb19f78c29c13e2

Observation 97bb350a-e27b-427a-932e-6af89a3bdaa2 · outbound

This paper cites Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:22.336361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:22.336361Z digest=sha256:14526620730861655cfece4a7ced8c86e217cb322994ce9780e411cd0fe87392

Observation 3e0ab132-4edf-4c24-a625-6dd6d9b12cd7 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:22.468019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:22.468019Z digest=sha256:f076a74d89b1b2d8285b9726ccbfafb1e863ce166fcc72a92d98374a4326a7cb

Observation 25191283-e255-4b50-b37c-aa29c8878ae4 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:22.604403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:22.604403Z digest=sha256:0c66bcc5cb32b251dc68046baf8afae9e40dee9b10f1b5cdb04d0829565a451b

Observation 394fee34-fe7f-4582-92a5-827d32ebc100 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:28.384405Z

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.

source=arxiv_source observed=2026-08-07T13:09:22.756809Z digest=sha256:2b91abd7dd35ae67731e83b08b0b2393b2d5566c44a90f409f5a40630012dca4

Observation cffad91e-78a2-44bf-a3e7-dc74ca53c2d5 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:22.854697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:22.854697Z digest=sha256:34ae924f48661e3dda5f2d96b2e6b9dc8bc2862109bc12fa201c3d6cec5f6885

Observation cb47d6e2-a65c-4161-baa2-5510cdfa4976 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:22.993915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:22.993915Z digest=sha256:8844dc85e908b40579f3932cd6253a5ad61e9ff9c8d06534bcda745c79bc9338

Observation 209b23b6-88d6-4b6a-8a5c-f8cad8d0cab4 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:23.157610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:23.157610Z digest=sha256:5d6d89f4e1266a0559fc062c9121551ec708f8612615edf86fcaab3ad092934b

Observation e308b359-adfa-4f58-8cf2-f111d1f2fdea · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:23.242650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:23.242650Z digest=sha256:ec5167ab15da5106d6acffe3fbd6a073e5581270bb890087f9f921e115138155

Observation 87e50643-6e20-4fbc-a76c-b26203b17959 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:28.136965Z

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.

source=arxiv_source observed=2026-08-07T13:09:23.339582Z digest=sha256:16783c3630836e28aca41acd8ba76720cdaa25e2121bd15f170c456e74fa4b13

Observation 5633bdf7-f0da-4b2b-a3a5-38158db2f7b3 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:23.435251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:23.435251Z digest=sha256:627c0a1bad334465afcf444074b94a86660cd40d920665a0eabb0dbbe31fe588

Observation d3d73989-990f-40a8-8ec5-5ca217c6f2fa · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:23.596349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:23.596349Z digest=sha256:f02c22d4cd1683d624518e97c89bf8380b38fc9584cda6dee8c06746f8e35f2b

Observation 8e65c1f5-4703-4ffe-bb9d-ed3021ad4f9f · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:27.917056Z

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.

source=arxiv_source observed=2026-08-07T13:09:23.681488Z digest=sha256:bdd7415267bb033e8b3bfb74d5c37c79a5fbe90c43e0cb6e0429e98e95030d1b

Observation 88fe98eb-66c4-47ff-be72-b81ec9d39061 · outbound

This paper cites Miller, and Sebastian Riedel.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Miller, and Sebastian Riedel

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:09:27.687237Z

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.

source=arxiv_source observed=2026-08-07T13:09:23.787851Z digest=sha256:5d84a9ccf82c285350ad2c7e79b47f008bc953f32c7322254a7f2b38faa8cf30

Observation de73bd06-7810-4dca-95a2-dcbf3ed67ff1 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:23.867924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:23.867924Z digest=sha256:c70a68864428ce8c21c4431e1465e99a44f9c10cca96bf1648c6025425338246

Observation ff0737ad-04d8-4585-9ce6-778f044ac5f8 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:23.964816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:23.964816Z digest=sha256:50d8be691b2ca4f9f6bbfec298d947cbe2137fa7e28928f50041b50a34a0a8bf

Observation 721f017a-306a-4002-8738-202bc38f9e56 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:27.423616Z

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.

source=arxiv_source observed=2026-08-07T13:09:24.038082Z digest=sha256:0ed3568cf4416b2ead508acd593e799283d3fd6ef77e8d288e2a99a828338dec

Observation a425b704-9625-4a33-adbf-6f90e346f121 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:24.135849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:24.135849Z digest=sha256:36869df526719c85eac11804f12ea5388d1084cf3b09100c4dee3193a013cd39

Observation c0cd4a28-5650-41ab-8a26-e4d133b91928 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:27.156239Z

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.

source=arxiv_source observed=2026-08-07T13:09:24.254054Z digest=sha256:17b678fc3d737534c65e82d50318f7e7135f81ea4d7ef947ecca75fdb5e48116

Observation 874f5005-6dad-4369-872e-2e58e5f8ba99 · outbound

This paper cites Retrieval Head Mechanistically Explains Long-Context Factuality.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Retrieval Head Mechanistically Explains Long-Context Factuality

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:24.345384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:24.345384Z digest=sha256:3b58982cbd722197c2f9dd2054a7f9c518d9bc21d496efda1600bdcec04eb83c

Observation 61085c52-0b00-4fa3-949e-a1b82f222f0b · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:24.409936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:24.409936Z digest=sha256:5e61fdc9543b64678a3dd6f119667c713fc87962651d3f8e29287fdd34c1e0e4

Observation 1bdf072f-54d9-4669-9df7-70a8aa6c8fbf · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:24.503398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:24.503398Z digest=sha256:28ea3d49d5ea2922733894fd7898a931361c67af0718dd9c8d5715aa8af77c42

Observation 608bd7f2-ffaf-47f5-8cb9-d0a78d2b027b · outbound

This paper cites Benchmarking Benchmark Leakage in Large Language Models.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Benchmarking Benchmark Leakage in Large Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:24.597486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:24.597486Z digest=sha256:00ca31f9b066fd359770a9835e63421b8a38cdcd93a871544302adf06ec7ba89

Observation 10082068-e540-4362-8f40-8a631263afcd · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:24.716760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:24.716760Z digest=sha256:7e973e4be186cf427424d1836be6c3514a61a62d57f07b19e214ca6a3621810f

Observation 6a36d2e7-1ead-4c40-bcf0-fb7ba9094799 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:24.843094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:24.843094Z digest=sha256:a5aafe6e686cb79bcab6da6402b47769219cea88f1c6efd0842ee823f8a31515

Observation d8116e09-4983-43c4-a763-c8fc9808fedc · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:24.985397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:24.985397Z digest=sha256:6655d89f4059c280c95e34761f2a8e68e7c198333bfbf5627381cd74aa3e1624

Observation eae2fb7c-06ac-419e-8048-c5bd256880b9 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:25.063790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:25.063790Z digest=sha256:eb0f3b0fa990db44450e28d48ee1580cac4ff0bae919f7466b80d8b1782b7c97

Observation 483485c7-536c-4042-ad15-f931e510b644 · outbound

This paper cites an unresolved cited work.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:25.155743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:25.155743Z digest=sha256:6cd70ff34f6f08bf5f41eb7d5eccc984b0c98c6867e5f6441e7d75d88c84ab11

Observation 8bafc43a-d9f6-4bf0-9bd1-31f00b40c300 · outbound

This paper cites online" 'onlinestring :=.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs online" 'onlinestring :=

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:25.285321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:25.285321Z digest=sha256:3ebc52ecf1f9048fcaf172f76dd415ccbdfc513c241177be2a5a7599cabc014b

Observation 8647784f-d649-4b05-871a-2fe72e3efcac · outbound

This paper cites write newline.

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs write newline

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:25.399255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:09:25.399255Z digest=sha256:474888350c2e47c676622fa67557b60f374c7049a41662af839fc8dece96d8c8

Pith citing papers

Observation 550fe289-e036-46e9-ab0c-27a2d182fb23 · inbound

Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation cites this paper.

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

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:44:01.815231Z

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.

source=arxiv_source observed=2026-08-07T12:43:58.240137Z digest=sha256:131940cdd5adcc66dadb42b35c6dcd786cd09fb3cc281d9a985e466ed6595570