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Paper Citation Record · LEDGER

Frontier LLMs Still Struggle with Simple Reasoning Tasks

As of 11 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 6 inbound Pith citation observations for arXiv:2507.07313.

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

pith.paper-citation-record.v1
2507.07313 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:49:00.008073Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T07:22:45.553785Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy42
  • unresolved14
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 580483e9-c675-4c08-916d-60c8e071bbc7 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:13.953117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:54.193604Z digest=sha256:780bf18d14ca2991f1162c8c620bb6e08bc9afbba336e55d4133755b29a5dc36

Observation d02a6020-189b-4e6a-a6f4-8159e018cbb7 · outbound

This paper cites If not, return to step 1).

Frontier LLMs Still Struggle with Simple Reasoning Tasks If not, return to step 1)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:13.677005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:54.273286Z digest=sha256:25efa62985b5f75eb6d35641a394af96b98d430afd73397f90219a2f0afe24c8

Observation 9887ee1a-f0a5-47f7-a276-58e4118d3e86 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:13.377560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:54.349264Z digest=sha256:5e08b779549d4cf4a66a6f4bed1d3cc4bbe6b341156f50e5b2103a138d1982f1

Observation 30caa572-b77a-4f1e-9cae-c6a28e5d7464 · outbound

This paper cites supports,.

Frontier LLMs Still Struggle with Simple Reasoning Tasks supports,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:13.128536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:54.476556Z digest=sha256:c8dce640287a4de1584111f3f0f12c5ee29261539ef5df1496cf32b106ec8b40

Observation d9178c9f-79f0-42e8-b9fe-9328dc96801a · outbound

This paper cites 2) Notice that in any “meeting” of two different-colored chameleons, P, Y, M change according to one of these three rules: P + Y → 2M, so (P, Y, M) becomes (P − 1, Y− 1, M+ 2).

Frontier LLMs Still Struggle with Simple Reasoning Tasks 2) Notice that in any “meeting” of two different-colored chameleons, P, Y, M change according to one of these three rules: P + Y → 2M, so (P, Y, M) becomes (P − 1, Y− 1, M+ 2)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:12.819553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:54.604874Z digest=sha256:785bbc68885568c3f6ac05de86ef53f2a9e7e6fb099c8a64e9ece314d05e8b08

Observation 784e225f-ef4d-482c-ae99-86c1cdd5659b · outbound

This paper cites One checks that under each of the above transformations, S remains unchanged (that is, S is an invariant modulo 3).

Frontier LLMs Still Struggle with Simple Reasoning Tasks One checks that under each of the above transformations, S remains unchanged (that is, S is an invariant modulo 3)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:12.466136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:54.706389Z digest=sha256:3f6c24c681cd20867f74b97215f674b5b37c3bc1b12a47927268bbc1d76fc946

Observation 9e58c3ec-b274-4d69-99ab-09c5131de40d · outbound

This paper cites Then S = 15 + 2 * 15 = 15+30 = 45 = 0(mod 3).

Frontier LLMs Still Struggle with Simple Reasoning Tasks Then S = 15 + 2 * 15 = 15+30 = 45 = 0(mod 3)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:12.184607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:54.774103Z digest=sha256:f8965879b6ffc6281613cd41048f330526bbe39a988701149be8391095804d68

Observation c57f8c22-c1de-417a-8da3-00713934fa3b · outbound

This paper cites creative.

Frontier LLMs Still Struggle with Simple Reasoning Tasks creative

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:11.889745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:54.840762Z digest=sha256:e2e19c12f745d8d10f81c3bbc3a21a2dc0aaa6ab2749e94e10fb4e2981bddda2

Observation 9fdee201-fd59-46d5-8ae3-03267251cde7 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:11.565342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.009057Z digest=sha256:2630d810f858de5da2aa040d308ccaa71956d1ae19b9bf8fdb8e41d96007c460

Observation ec84272e-1c02-4dcc-ac0c-558a72ef6682 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:11.202070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.131909Z digest=sha256:7f659a3d929cb4cc567d7e341d14f0052c5374a911597b7fa643ddf2d9e62329

Observation 5547a1a7-2134-4c23-8b0b-55bd4a2ce0dd · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:10.924575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.223732Z digest=sha256:3d1103117520bcc06e0983db423ef3e8b38ae81d2933e96a59433cebeb2502c7

Observation 5969c412-cc2a-4013-8944-5fa200902d3d · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:10.593356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.294461Z digest=sha256:aacdb5f90c766af1a7e4e05bd06bf287f8861927b763c2b1dcd593a7477f1144

Observation 0a55bcfd-3f3b-42d7-ab2e-f024ce672f66 · outbound

This paper cites think carefully step-by-step and.

Frontier LLMs Still Struggle with Simple Reasoning Tasks think carefully step-by-step and

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:10.239355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.402935Z digest=sha256:2ee08433e6c5b9d24696a8afee1cc4cc2d4b9401e485fd1a6058d4bbbae2ad8d

Observation 4291f592-a72a-46e9-8fa1-c1232d228b98 · outbound

This paper cites Its outermost structure is of the form (thrilling AND ...) OR (dark OR thrilling).

Frontier LLMs Still Struggle with Simple Reasoning Tasks Its outermost structure is of the form (thrilling AND ...) OR (dark OR thrilling)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:09.908171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.523012Z digest=sha256:f2cd831142c346b98499fe78006646bcdbf5cf64a57d4db2771f5c4ad3f16cfc

Observation dcc5ed39-85e1-4979-8dc3-325c3320758c · outbound

This paper cites • If (dark or thrilling) is false, then dark = false and thrilling = false, and in that case we would need (thrilling AND ...) to be true.

Frontier LLMs Still Struggle with Simple Reasoning Tasks • If (dark or thrilling) is false, then dark = false and thrilling = false, and in that case we would need (thrilling AND ...) to be true

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:09.620749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.654021Z digest=sha256:50f8f13c73f87df87bfd826b34fc84bd19cf480f05ce68778244dbb66ae0f91e

Observation f64e643b-cbe5-4267-9950-c6189f53f3f9 · outbound

This paper cites thrilling AND.

Frontier LLMs Still Struggle with Simple Reasoning Tasks thrilling AND

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:09.300808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.772581Z digest=sha256:4f07cd013c1d5f39288618da260c0a18378fcf158246238b0119de9061a66c64

Observation 2545a6d9-fb9a-460a-96f1-dbcdef9d1064 · outbound

This paper cites increases by 19/6 times,.

Frontier LLMs Still Struggle with Simple Reasoning Tasks increases by 19/6 times,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:09.026639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.908194Z digest=sha256:492e30ecd05ab8af9aea53a5a394b0e279f81b6bd796cead990011f3f2da906c

Observation b8282d5d-b325-4fef-a914-72feaaee7b05 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:08.621985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:55.978914Z digest=sha256:7121d0815d37c72be5b911e71dd7b2282fa955767c23c5b6d7518a70fc7bceea

Observation d6ab8acf-68d7-4d70-8eff-260fa18399cc · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:08.292721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.125485Z digest=sha256:85cee7baa16c5534d6797a32a20038399331464dfd35144ce9f324f505497616

Observation f721a8c7-5d7a-4534-b8c9-e8fa94b357c7 · outbound

This paper cites increases by 9/7 times,.

Frontier LLMs Still Struggle with Simple Reasoning Tasks increases by 9/7 times,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:07.982209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.260780Z digest=sha256:c7ff40814f65b0955b251b7a09959390ef84f698f5e81312f977cb8e82c7cff4

Observation 6147b73e-9214-491f-b1d1-f0cd8bfbcc74 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 21

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T18:49:07.604175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.355029Z digest=sha256:b8954b479bf0596301033174151c031b08aefcd01639f3a7d367db36cad18ec6

Observation ee928905-2642-42a9-acf4-0ad4892de82d · outbound

This paper cites The puzzle says that if Christian has more than 5, Christian would transfer them to Odell; since Christian has only 3, no transfer happens.

Frontier LLMs Still Struggle with Simple Reasoning Tasks The puzzle says that if Christian has more than 5, Christian would transfer them to Odell; since Christian has only 3, no transfer happens

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:07.257274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.488202Z digest=sha256:e93b7550dff12e1af18c7d2efd5cec6f389e596d7f5b052db9710c52540a6955

Observation a2089641-d816-42ca-8644-9cee4ed55a4b · outbound

This paper cites splits all the blueberries she owns equally among Thaddeus and Della.

Frontier LLMs Still Struggle with Simple Reasoning Tasks splits all the blueberries she owns equally among Thaddeus and Della

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:06.919476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.625883Z digest=sha256:c7a7f5816dddb01982950c630fa23b92e84312a2a3504a59198fde4bc3f84673

Observation e455b3e5-7a1d-4556-ba4f-1f233553e5bd · outbound

This paper cites redistribute their blueberries to ensure each has an equal amount.

Frontier LLMs Still Struggle with Simple Reasoning Tasks redistribute their blueberries to ensure each has an equal amount

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:06.458468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.707456Z digest=sha256:44b601508936aa72f092a6ceb674c81eb970bb17408db6b9d8d5fbb7440b5e3e

Observation b5617ac2-a895-4b80-bce1-fb829f96d780 · outbound

This paper cites Thaddeus has 17 more blueberries than Zane and Artie combined.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Thaddeus has 17 more blueberries than Zane and Artie combined

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:05.973763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.785112Z digest=sha256:273e50e45ca6d87d24e4468c79b4cf2fe2c6689255b86ea5116a1dc5ddccddb9

Observation 2423522d-a4f7-4796-ada4-6e1efbbaa182 · outbound

This paper cites Aliya = 0, so Keegan = 7 and Everett = 14.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Aliya = 0, so Keegan = 7 and Everett = 14

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:05.631295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.863415Z digest=sha256:d7f724fd5f77a732cfa860cd908e12feaecd14ac72d2eb379c6d34a4bcec42af

Observation 2d9e83c1-0c47-43d0-a65b-5be7e9308849 · outbound

This paper cites more than 4,.

Frontier LLMs Still Struggle with Simple Reasoning Tasks more than 4,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:05.165849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:56.965505Z digest=sha256:4a9c84b96bcf05dd07a6636cafe9d71932b71d64126ffe790de981530e2d3e12

Observation b08a2b49-0955-4e57-8e3c-c521ba5546d8 · outbound

This paper cites increase by 17/14 times,.

Frontier LLMs Still Struggle with Simple Reasoning Tasks increase by 17/14 times,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:04.934737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:57.105923Z digest=sha256:c0385302c7634672ac43f8d97c42ae11cbd84e3d1dc4ea054c7935920df32372

Observation f9432550-9ab1-46a1-b45c-29fce5685070 · outbound

This paper cites If Everett has more than 2 blueberries, Everett will transfer their blueberries to Artie.

Frontier LLMs Still Struggle with Simple Reasoning Tasks If Everett has more than 2 blueberries, Everett will transfer their blueberries to Artie

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:04.730817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:57.214232Z digest=sha256:596319e9db2f6976af35097e404b2de84aee86d1425a9515fb8b8cc76839885d

Observation 2546eb67-6fe7-4921-a0b2-5b068f2d0400 · outbound

This paper cites The final answer is $\boxed{#your answer}$.

Frontier LLMs Still Struggle with Simple Reasoning Tasks The final answer is $\boxed{#your answer}$

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:04.572796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:57.286034Z digest=sha256:a57ee61304107c52a99dda90278b4b798f46a0c6a6cec67fb723de4a47182b35

Observation d9975393-871d-40c6-846a-bf5b96f8682d · outbound

This paper cites Franco has 5 more oranges than Sergio.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Franco has 5 more oranges than Sergio

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:04.270111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:57.435167Z digest=sha256:3bf5eaab673ab81ea21e5c88bf4b84f4093cff863c3ac84575ee8255a930fb8a

Observation 22ec3c68-1633-49d7-b188-0cb9477d0f12 · outbound

This paper cites Penelope has 15 oranges.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Penelope has 15 oranges

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:04.127572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:57.543771Z digest=sha256:2cc672abb839f4218ff9c76b6a8c55c1358060dc045345fa7970179ed2c7edbf

Observation eff54f7a-4859-42f9-bfb9-b58ac1fd3614 · outbound

This paper cites Maxine has 2 more oranges than Celeste.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Maxine has 2 more oranges than Celeste

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:03.970439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:57.693619Z digest=sha256:98af42119d878e2ac514541df9bcc8a0bbbc7ac9e6379340e6171d67a1041301

Observation c895619f-4d8b-4377-9a9d-7674ee3b7801 · outbound

This paper cites The number of oranges that Celeste has more than Maxine is equal to the difference between the number of oranges that Johathan and Novella have.

Frontier LLMs Still Struggle with Simple Reasoning Tasks The number of oranges that Celeste has more than Maxine is equal to the difference between the number of oranges that Johathan and Novella have

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:03.807143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:57.795058Z digest=sha256:b4210d52f1f6063e989a1d4ebc211c3f5e038f4dd4a4ce6f70d88e01d4b1aad1

Observation a460f3bd-3a82-42c5-bab9-b0bb071aac09 · outbound

This paper cites The number of oranges that Florida has more than Aaron is equal to the difference between the number of oranges that Cornelia and Johathan have.

Frontier LLMs Still Struggle with Simple Reasoning Tasks The number of oranges that Florida has more than Aaron is equal to the difference between the number of oranges that Cornelia and Johathan have

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:03.665122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:57.972980Z digest=sha256:c4a5cf6d742facd5f4293ebe7848902f5efe9a34cf587d113229a3c082da81d3

Observation eda6943e-244d-4e2a-b442-9de46b51618e · outbound

This paper cites Beaulah gives 17 oranges to Cornelia.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Beaulah gives 17 oranges to Cornelia

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:03.498663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.050977Z digest=sha256:0d5dd6845bf0452a380724886c7a1d96fdd4cda65accb2138ac96475118533b9

Observation 1da1b6ce-0dcb-4f33-bbb6-cc28c9c9a98f · outbound

This paper cites Janet gives 17 oranges to Kattie.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Janet gives 17 oranges to Kattie

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:03.330522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.129731Z digest=sha256:1a8d8fd98a5f37ae24bdd7a06852a6d3c651e335f48d070a5a35d903073343be

Observation 33c25b7c-95e3-4e94-add3-116e463380e2 · outbound

This paper cites The final answer is $\boxed{#your answer}$.

Frontier LLMs Still Struggle with Simple Reasoning Tasks The final answer is $\boxed{#your answer}$

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:03.151231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.268844Z digest=sha256:3ed4771cfe287d0bfd39511a97f1e6239df97491749b80c3034c674590b668cc

Observation b8d141ec-da59-410a-aaf9-c3bb83de9b32 · outbound

This paper cites Alyssa has 7 more tomatoes than Jones.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Alyssa has 7 more tomatoes than Jones

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:03.016973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.419264Z digest=sha256:702b832f250aa1fdbdc5d2225227d7fd32c8ac46ed201c3660fb26014c608c4d

Observation 2e63d9ab-4c13-455f-913a-40c04799aebb · outbound

This paper cites The number of tomatoes that Clara has more than Gracie is equal to the difference between the number of tomatoes that Ryann and Bonnie have,.

Frontier LLMs Still Struggle with Simple Reasoning Tasks The number of tomatoes that Clara has more than Gracie is equal to the difference between the number of tomatoes that Ryann and Bonnie have,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:02.865620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.474379Z digest=sha256:ffd4caa19ad54799fae3eacffd2af24ecc541c5ea83b1b2daff85600ad41b509

Observation 81905dc3-1746-4fdd-bb31-c837807fa23e · outbound

This paper cites The final answer is $\boxed{#your answer}$.

Frontier LLMs Still Struggle with Simple Reasoning Tasks The final answer is $\boxed{#your answer}$

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:02.705186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.537903Z digest=sha256:26f1b38a9115c799c76199aa23d524f37f1c1e4aa2554752d5f98f4b5c5bf33c

Observation df10ee18-93eb-43c3-9de9-43f882d912bb · outbound

This paper cites - Denote Antonia’s initial onions by A, so Ollie = A + 5.

Frontier LLMs Still Struggle with Simple Reasoning Tasks - Denote Antonia’s initial onions by A, so Ollie = A + 5

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:02.558976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.672529Z digest=sha256:551ab852c6c2852a714a975e1fef410fc0ca2c6f0021b568aa4db5afea967ee6

Observation 7084f350-64bc-4ef2-8536-209853bfd7bf · outbound

This paper cites The number of onions Bailey has more than Stacey is equal to the difference between Gregorio and Lorraine.

Frontier LLMs Still Struggle with Simple Reasoning Tasks The number of onions Bailey has more than Stacey is equal to the difference between Gregorio and Lorraine

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:02.416047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.788457Z digest=sha256:60bae0d850071bc6149c954eaf64790b654492c950d81e88fe3295b3a415e883

Observation 4785513f-fa97-4d33-a2fa-31ca6d20543b · outbound

This paper cites Thus Gregorio’s final total = (his initial) + 20.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Thus Gregorio’s final total = (his initial) + 20

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:02.251413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:58.933836Z digest=sha256:dfc957e7b3d950fe56ed0c633a3d9edac438a876f912ada52aa92795547adc28

Observation 11604fac-0df3-4326-83aa-52d78bf060f5 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:02.083509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.025144Z digest=sha256:c8d70dd15e0f95c64c4e61ff1ba7d01e05ebcd71f4615ea23e7feacdb4087abd

Observation ca38bb0f-0513-4e05-aa3e-a1876065f075 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:01.911750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.121891Z digest=sha256:0f882743c5e7fbfa6c74ddbfe6fce9495c56b73e3c9e04a9a833765eebec69bc

Observation 934cea35-9eac-44e6-b78c-9c4f5ddd924a · outbound

This paper cites I.1 Constructing the City Connection Graph The travel planning process begins with the creation of a graph representing city connections.

Frontier LLMs Still Struggle with Simple Reasoning Tasks I.1 Constructing the City Connection Graph The travel planning process begins with the creation of a graph representing city connections

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:01.719706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.265006Z digest=sha256:a2482feb62086d72fa5040f2662eb4144f2f300273207505d7736f5633db9278

Observation 7ce26198-c9a6-44f0-a21c-34e74b0063d6 · outbound

This paper cites cities by population.

Frontier LLMs Still Struggle with Simple Reasoning Tasks cities by population

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:01.560971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.373497Z digest=sha256:408c5a7f2ce2d3962d812c134942110f1fa8812ccdba4346678a23be8a89d7c4

Observation d016db5d-0367-4528-8090-91670ba0fa9d · outbound

This paper cites • For any two distinct cities, include a directed edge with a probability defined by a density parameter (a value between 0 and 1).

Frontier LLMs Still Struggle with Simple Reasoning Tasks • For any two distinct cities, include a directed edge with a probability defined by a density parameter (a value between 0 and 1)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:01.434352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.453998Z digest=sha256:51612e18ffb55c2f8c1a566212d19958277c83d0df3d75a6b06aa463fa53eb7a

Observation 87931e92-1413-4507-9798-554a11b3221e · outbound

This paper cites • For each mode: – Generate a cost range by randomly selecting: ∗ lowest_cost from [10, 50].

Frontier LLMs Still Struggle with Simple Reasoning Tasks • For each mode: – Generate a cost range by randomly selecting: ∗ lowest_cost from [10, 50]

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:01.280875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.535609Z digest=sha256:6b7b91c148a9de859c5adcc4b2cd9d558b2aca5cc7ae8c1858f95bb10a698ebc

Observation f351047f-217a-409a-8c1e-4d12213213dd · outbound

This paper cites dead end.

Frontier LLMs Still Struggle with Simple Reasoning Tasks dead end

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:01.133968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.592453Z digest=sha256:95fd2d9b856435215108bcf0820e5d3d21662d11be80d26989fa3f8e40ebc10a

Observation 0929de48-bd52-4156-852a-6d61c0fb443c · outbound

This paper cites • This budget acts as a constraint for the solution.

Frontier LLMs Still Struggle with Simple Reasoning Tasks • This budget acts as a constraint for the solution

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:00.964867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.647822Z digest=sha256:8eb575e86b30043b84d232e79494138296cd3b89eebf0c95b91a5326c38c67ec

Observation 6723681f-bc11-4864-acfd-3234ca65bbdc · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:00.804453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.720625Z digest=sha256:f5d8a1212e7376d1bc750e50c257690851fb74cbb5e865af5fde56381546ffad

Observation 8e7f94b8-69c8-478f-b307-8655d21f6d71 · outbound

This paper cites 52 Claude 3.7 response I need to plan a trip from Charlotte to Chicago with at least 5 unique cities, staying within a $100 budget.

Frontier LLMs Still Struggle with Simple Reasoning Tasks 52 Claude 3.7 response I need to plan a trip from Charlotte to Chicago with at least 5 unique cities, staying within a $100 budget

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:49:00.635088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.800809Z digest=sha256:d550057f46f46a1cd5303e6df102797441978ddfb68ff2f46ba7bcb3620a2533

Observation 6bf17b21-b746-4940-84d9-116c9851e566 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:00.467928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.854413Z digest=sha256:3c4760139571bcc3d6b50ac87fe3482150b748d899e7e91bdef42fd40a10f1cc

Observation 574921f8-e5f9-4287-a68d-94e275a8e273 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:00.297470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:48:59.932853Z digest=sha256:0067ae73ad552f4263cfede6e44ac606a7d7668dd87ef955a6e928ea08f5c7cf

Observation dc9d5800-a268-4e28-a29d-3cf997ad6bc5 · outbound

This paper cites an unresolved cited work.

Frontier LLMs Still Struggle with Simple Reasoning Tasks Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:49:00.141240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T18:49:00.008073Z digest=sha256:e884d1a1b203362a29cc04748b67dd8fb03380d08262aa5024d0f4e0166abbaf

Pith citing papers

Observation 5d4f2291-2802-4b2b-92e1-b475063a0804 · inbound

Tacit Coordination of Large Language Models cites this paper.

Tacit Coordination of Large Language Models Frontier LLMs Still Struggle with Simple Reasoning Tasks

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T07:22:45.553785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T07:22:45.553785Z digest=sha256:9afff83e71c04a638c1415780b52a6a30e7c2caac6fecbe544bf366b627c9485

Observation 7cc24919-6d76-4a51-b211-0e9d5f4796c1 · inbound

Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions cites this paper.

Beyond Accuracy: Diagnosing Algebraic Reasoning Failures in LLMs Across Nine Complexity Dimensions Frontier LLMs Still Struggle with Simple Reasoning Tasks

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:55:59.149749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T17:52:36.115298Z digest=sha256:a069a4d4c723de267396ba392f3f6e8f54115f3f5ea69108866315af6fae9c4f

Observation 923c1d4a-d1be-4e57-8d1c-f44aa9a6abdd · inbound

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning cites this paper.

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning Frontier LLMs Still Struggle with Simple Reasoning Tasks

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:49:15.815714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-09T22:18:14.788882Z digest=sha256:6f34d873b52808d34f5f8c3eecdf661da4287fb063333f9ccf7cb017a00fab13

Observation e25bda77-d87b-4c97-82f6-97a7e30b44fa · inbound

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition cites this paper.

Deep Reasoning in General Purpose Agents via Structured Meta-Cognition Frontier LLMs Still Struggle with Simple Reasoning Tasks

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:52:08.654497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-13T02:47:10.398564Z digest=sha256:d1fb3c9133a330ff46c675a98d396e07bc83f4667e9c49aba1a590e19f84bb99

Observation a0d36ca8-b17f-4b78-9759-76816f755f70 · inbound

Certification from Examples is Hard for Circuits and Transformers under Minimal Overparametrization cites this paper.

Certification from Examples is Hard for Circuits and Transformers under Minimal Overparametrization Frontier LLMs Still Struggle with Simple Reasoning Tasks

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-25T06:05:26.504517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-25T06:02:04.597635Z digest=sha256:37071ed5c51524ca800085b05b634e0954eb20b44dedda5bc335ec2315161c80

Observation eb4859f7-cecc-4fea-9c0b-f1650084dc3e · inbound

Beyond representational alignment with brain-guided language models for robust reasoning cites this paper.

Beyond representational alignment with brain-guided language models for robust reasoning Frontier LLMs Still Struggle with Simple Reasoning Tasks

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-03T09:17:49.008538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-27T10:22:47.003543Z digest=sha256:362f2ec172af53b54fc8cb92b77006454151016aa757ba3d8b530f96f2b8c4e1