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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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:ed71fde697d3f418407e46ca34869ca2eac11c719599959ecc2c741fd72b757e

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:d7094a4d80f6404fb36455764b4408e8256179ca1c5e86fbf79c5a3ec5d03f37

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=sha256:9b6e28f5917a0edec35756c0f0c0189b55c94efa86b8b475a5424488ff96eef2

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=sha256:304d4291e254a69a6dfd475eca5fae01047f840fe8c048b3bac34d995c4d1338

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=sha256:1f62054dfe566c1ca7328905aabfcdee579cb339ef35896b12f52077db21c269

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:19.519196Z digest=sha256:4c28e3e64c5415609d3d7fb7f6ab2ae0ff4c78c164395091bb8471748727d717

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:dd4d33a2fec097185a1179fb306ca658c49da5a4fd25d7583881449e25cdb2b2

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=sha256:0997f6f904da583d5b1ba459dfd28226c96e01ac12d41f346a7072d57623ce38

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:19.930696Z digest=sha256:1a6cad0459e30594be7d3a2e4971b6f3004f9394cb57c41a7532db01b66f977d

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:20.071424Z digest=sha256:bd6f77610c742b8fd4297b94b08c9025366c7a3daf597a4174022499aca2c120

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=sha256:82dd09c90378c36b2a21ad050b4385d9495188b521fceb29892714e44d63f1ba

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:fbe5380182ef98b67d0d58fa8b02ed2ee0eb79a1097209db8d98e521ca7a6e99

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:20.433223Z digest=sha256:839fc88a84b3e94dfe3ef183227d929f09c026b18279ffb47d5351f8e2077b65

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=sha256:1ad8a0c7fbecbb3cf8dcca76dff3448a5011cb037e3503c3a8ac3eaf079a0417

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=sha256:0b9ab61d5e994fdb1fd466c6a4dc74142d8a4eeea412893d89cc0c4d9477e0a2

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:20.788235Z digest=sha256:cc2b6ff9b4e467b0c9e9b812f0881d62a01440ce214b89e01e36e51cc35fd157

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=sha256:147669e7ac6601ca3ec00d3fb71dab50aaa09293282ef9750db3700ec7d7d89b

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:e3f7bd077e506c7bab36a99a88d84b74022895873640d246f452de0972aa1f6d

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:f228199ab403f778ed9df1191416af909eb1cc432a7bddd666f017082a1061c2

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:21.205305Z digest=sha256:90ae8c717e79601e160b6c581c8f9ca840e113f0bc005dd5eab21216f810da7e

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=sha256:87db09c5b29bcfc395f0769fa5f4e2f5d94f60bafafe6033a582972bd5f4b1cc

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:ed791a71df81bc3c5772ad38d3c195383c16739c253701a0c19ae30ba28714c5

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=sha256:0d58473828969686f3f1ad2307deed24a09bdf63b903cf4eca5c0405d6073576

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:bbb9e3713147d9dbb67f850cefb8e0ed083b2b9f984fe9eedc0d1a0ae07a036e

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:cac55f91f3676fefbc016ff57d5bd6873a2ab3db2224a0808313e5d63d73de74

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=sha256:6cd12574cc18891116fad9da4530b8429e77095d7aba5c601c5adab9e027341b

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:f7a6beeac04366db03b9be52462c9ec9ba425a7e410741c4512a315ea056f93a

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:ec1fedda6a32426020599321fbf8e52c9a13828431f25b0192ec0af3a62c66f6

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=sha256:17ee4e0e425845e12926fd221c51397166b66318f1b5c4abf4de949c62522324

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:bbb81ede6648f36f3ca8c28fe449aa55b3d6a0e10d578282aaa44d04b27faee1

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=sha256:8e4a47d34ecd2fad59f9fe073c1fcbfdaa00e030eddc05964b5dd1a7f729d3cf

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:22.756809Z digest=sha256:1ca754050b86d27e40f2b279d54f706f169834d9286bfae5623dca97ab3ffd29

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:d412bb6590a14567d6d998bc96600d700970963e48929a0a4e5141f083640e95

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:ab79eda13229d36ccc7bd66ccafc2ae46dbc5fc24360dbba849de65ff05f9bcd

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=sha256:2d9e64e8ba43a393fe075aec4b5a3f910cb521fcef3e585e405d67ef1133d6bb

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:b28b0941881509b0803d8afa6697faaa7601f86aa814ef3cec293afadf7bd4b6

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:23.339582Z digest=sha256:a7e1719b2365f9b7a35f7c6506a8d314812007a310fff33a2bfaf3cde92f4d6e

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:efdcc89151651bbb4007648e1dab7599ae6c4b986820874567456bbdb48c2c80

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=sha256:27f79c7f53dee213368bcd5d04a2d800e648e60c842451dd05c1e51d13da8e3d

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:23.681488Z digest=sha256:8ab5805704704d3c1f9abcbbe108126fdd75b40d2978f2b0b0f3a086cdb0502e

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:23.787851Z digest=sha256:d0a6190fbc7bdca868a8187caf5ff35e6d53de1477ff415a2406dc04c0a063c3

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:b8acfa9db377bc06352f7354e093787ef67792950adab5383ed43cdd2ba06e73

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:f5d405f2b0856a7e89b7898f746ce39238a6617eb7c229995ff067284105098e

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:24.038082Z digest=sha256:43772d34b3a7ff3594bbd6bc76e414d58da688bc88591a4560a56b452b2bb431

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=sha256:11f73924d7bc04293e2567f79cc827a653f2eebd659227abcf5b0f48395a9ff8

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T13:09:24.254054Z digest=sha256:bf89ddde43ca766bfa837e015461242d860e1ab6d76c51b7183675e8db32c9aa

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=sha256:41bb0297114ee1562bb8db7602cccb2e2d3ff746b623387c316ec31d3cc865b6

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=sha256:43b2d4e5535a1a395a75840de76b97bb3ff8ade4d3e8d2615dd631afbc76e0f0

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=sha256:283f453f50db0fee0009c6e0fd5babedeea17006e8deb89492fb7cd6bb41299d

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=sha256:0cdfa79601ffc7e8c6fd57122872637686a742b58e3467223b3d696a605bc701

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=sha256:71e503aa06367bef8c3e23c701e421b9bd3a1c1cc1be42dc6650db0393c8b46f

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=sha256:9bba36f635ad4276e92e20e8e0a8f83462f45fc05c1228d4c3b3caf07fc28459

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=sha256:0eb5a59173362e136d2fc6f93071f4c30d85b14ad638871764e6e98b1267b1ac

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=sha256:0597dcf586e0293758d3227f1007e776fb6ae3eace097fcc4675f155dbd23588

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=sha256:7cb611cfe6c20463c691bb9150095b94a006ebe2fd098305ca41b317233931d4

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=sha256:6ad46e5dccedc0a4d5682120b69f536dc3129f050886295fa2242e268aedce41

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:e3a77b144ba2ecbf407bb81ecae147158b2b912ab6b7611e6dc76680ea5a5089

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-07T12:43:58.240137Z digest=sha256:cf4a405c5ddd82c5ad2f3532c79d4884f9d7135984459513e38d7dd8d8e73ef6