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Paper Citation Record · LEDGER

PHYRE: A New Benchmark for Physical Reasoning

As of 18 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 7 inbound Pith citation observations for arXiv:1908.05656.

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

pith.paper-citation-record.v1
1908.05656 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:14:06.934248Z

measured 68 of 68 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:49:56.919395Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T01:16:24.667936Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact1
  • verified fuzzy28
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1cb359b2-e320-4214-a17a-630d87146ae2 · outbound

This paper cites Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning.

PHYRE: A New Benchmark for Physical Reasoning Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-14T13:14:07.102166Z

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.

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Observation 30d45640-3755-4bd8-ae05-ad8616cf00ff · outbound

This paper cites Antol, A.

PHYRE: A New Benchmark for Physical Reasoning Antol, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.709476Z

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=pdf_text observed=2026-08-14T13:14:06.682531Z digest=sha256:60047a49905767fea0e4d5cd19f24580d0b5a51f417c9a9fc51700b311a76526

Observation 26c4c1c2-6ff4-42ea-8685-3c08b3db77c6 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.697147Z

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=pdf_text observed=2026-08-14T13:14:06.687275Z digest=sha256:15cd6dac3d94162b5be0cff1bc4196edfdc8d7715b01d4930e234b9cc053019f

Observation 447745e4-a09c-4fdb-99c7-94984091f3b2 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.685296Z

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=pdf_text observed=2026-08-14T13:14:06.692867Z digest=sha256:64ca9f3057a15da0ea63b8170cabc4a2ab5a64e02d09944fb1b10fc2e744c1ea

Observation b7d1f1ab-0dd9-4ac8-9c32-94798f9e38d7 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.671843Z

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=pdf_text observed=2026-08-14T13:14:06.697175Z digest=sha256:363b1fa4748396dd6434084e76b90d69138719adb8d07960babdd55819baa138

Observation 25e7ef9b-cac2-4d29-bc18-e759d8050103 · outbound

This paper cites Chapelle and L.

PHYRE: A New Benchmark for Physical Reasoning Chapelle and L

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.658150Z

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=pdf_text observed=2026-08-14T13:14:06.701565Z digest=sha256:1f1bd46b8c275962b820769bdd7551f2d41df3ea07c920002cf0359d37d4eb36

Observation 4859470e-64db-4aad-b6ca-aba09f8ecbbe · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.645978Z

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=pdf_text observed=2026-08-14T13:14:06.706429Z digest=sha256:fd0b985b81111d447a9302ad8f0e6a153a899b35c50df99a5df6c270fd527dee

Observation 0f567668-2005-46b5-b511-384b2cc958dc · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.632605Z

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=pdf_text observed=2026-08-14T13:14:06.710721Z digest=sha256:3974f417c930c8905b8bb74ba66b0928496588df594faa13c4bf51623cedc592

Observation 7a45e9a0-8d3f-40ac-8148-893548aafb79 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.620258Z

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=pdf_text observed=2026-08-14T13:14:06.714632Z digest=sha256:25cf276c25414d2446b0f52ba00f2dc4fb35a57d96d38c4b9bb0afb1d02b89f2

Observation 807bba8a-48bb-4eb2-9cf8-77580cc20cb3 · outbound

This paper cites Dosovitskiy, G.

PHYRE: A New Benchmark for Physical Reasoning Dosovitskiy, G

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.605597Z

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=pdf_text observed=2026-08-14T13:14:06.718609Z digest=sha256:4cca605fbfd65a2dc6f5558fcf0d85fc4a1b795165d381c8a56c6398373df450

Observation dc6fd63f-6f8f-453c-a056-0cf3732d7824 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.591959Z

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=pdf_text observed=2026-08-14T13:14:06.722435Z digest=sha256:34a5765069bbd2fd227009e2070173e799807b89aaf7068620bcda3a279749e7

Observation aa431715-c7b9-47b7-b2a7-d474f3a55709 · outbound

This paper cites Groth, F.

PHYRE: A New Benchmark for Physical Reasoning Groth, F

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.580403Z

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=pdf_text observed=2026-08-14T13:14:06.726814Z digest=sha256:3e83bc938a83b7c3918fd91db942fda5dd79c7b125a96213041247f10a6fe6ac

Observation acd6eecf-dd15-4960-9cdb-61372a21ee19 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.730893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.730893Z digest=sha256:44f92e6aec3455a4af7df6d63875c6300adb967b8f4298fe15a2a635d045ebbb

Observation 09a29527-8ac4-469e-9758-41a6c1605701 · outbound

This paper cites Heinze-Deml, J.

PHYRE: A New Benchmark for Physical Reasoning Heinze-Deml, J

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.560481Z

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=pdf_text observed=2026-08-14T13:14:06.734971Z digest=sha256:1dc03222b6776455cdbf35b020e5946365be2c42cd9a25f8986df56c6bbd54f9

Observation 20b0c01a-17a3-4bfb-8bcf-099078070a5c · outbound

This paper cites Prediction Under Uncertainty with Error-Encoding Networks.

PHYRE: A New Benchmark for Physical Reasoning Prediction Under Uncertainty with Error-Encoding Networks

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.739319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.739319Z digest=sha256:038c977f3883bcc411c51442cd05e7762118dfe9778c4af5db6a35738d531f59

Observation 88f6b0b5-40a3-4bc6-93f8-661f39d3dc8c · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.549110Z

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=pdf_text observed=2026-08-14T13:14:06.743781Z digest=sha256:087a55dc6c0ad43d8af6073da97b712b105952f1c2bab208ff616cf8661df4bb

Observation 6d8890e1-2dc2-464d-ae2e-71b1f22b1a15 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.538318Z

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=pdf_text observed=2026-08-14T13:14:06.748663Z digest=sha256:d6edebcfe5df16e330b4ff13c36421875d2a30f50d088a023276ae9d9e3ce924

Observation dc4a2bb1-804f-4340-9bb1-44925eba903c · outbound

This paper cites Janner, S.

PHYRE: A New Benchmark for Physical Reasoning Janner, S

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.526994Z

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=pdf_text observed=2026-08-14T13:14:06.753250Z digest=sha256:77b546a91afbfe444c6d3a49f2db422a6b952fc1242afa9418a62ffc194431de

Observation 63d1c0a5-f4c3-4ab8-90e6-4083d4bb0a4e · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.515546Z

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=pdf_text observed=2026-08-14T13:14:06.757270Z digest=sha256:0fcbeaddb160728803cd6ae38976df192ba75e0b1f2368450c51384efc1fc6f1

Observation 850c6603-9b42-4d08-9794-31d802070cf4 · outbound

This paper cites Johnson, B.

PHYRE: A New Benchmark for Physical Reasoning Johnson, B

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.503804Z

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=pdf_text observed=2026-08-14T13:14:06.762607Z digest=sha256:e310f9a7f3ddeddae93881846bb2517db9a2524a47fd1de47f6699c9c9c7589c

Observation 60c39c15-ba74-411c-a42c-bb81aac73581 · outbound

This paper cites Johnson, B.

PHYRE: A New Benchmark for Physical Reasoning Johnson, B

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.491939Z

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=pdf_text observed=2026-08-14T13:14:06.766626Z digest=sha256:0f73f00c4427d815d79744fecd3f2cc5bc6d2448f20b3d563ee4326f26c03af7

Observation d6662d7b-02ef-47ab-a056-a1c347830ce9 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

PHYRE: A New Benchmark for Physical Reasoning Adam: A Method for Stochastic Optimization

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.771078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.771078Z digest=sha256:802de80180b4f91f2fa2eb0fa8a78ce5617850882d25bd4891c18a3adfb1bcad

Observation fe444078-5aa0-4b91-afde-4c6aab415d80 · outbound

This paper cites Langford and T.

PHYRE: A New Benchmark for Physical Reasoning Langford and T

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.479086Z

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=pdf_text observed=2026-08-14T13:14:06.775221Z digest=sha256:f8d74f0c24589946426d9951022ab238270453141f12660e65cfef92615026a3

Observation bafa16ef-7dbd-43df-8edb-737f91fd3221 · outbound

This paper cites Lerer, S.

PHYRE: A New Benchmark for Physical Reasoning Lerer, S

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.465814Z

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=pdf_text observed=2026-08-14T13:14:06.779232Z digest=sha256:02ceac7ca68ed3d0a8380b0dafcb9b7a1b8d6bfde6cb83f27eeebc66941cbae4

Observation b5f9f08c-1fc6-478e-b85f-bc9ae4a6f174 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.451064Z

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=pdf_text observed=2026-08-14T13:14:06.783368Z digest=sha256:dd409b89d51c21f233777ac28feb0ccea7cd0a9cd63cbacfe0c3f0c1619b79f9

Observation 7ce2f7c7-18a7-4b1c-b296-a742ad771846 · outbound

This paper cites To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction.

PHYRE: A New Benchmark for Physical Reasoning To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.787837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.787837Z digest=sha256:5165151ceddbbc33b15b0d54a2d78b69b594ac2330155c0caba39fe18506c6f0

Observation 17351b7f-d47e-48d0-8817-b7e5983ed3f6 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.439079Z

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=pdf_text observed=2026-08-14T13:14:06.792565Z digest=sha256:f6e8411d252b620c8502e597d3b18c2a03723858797ceff499f69a6cc3aa2bd0

Observation f8daa743-cb63-4090-ab2f-c52f41964ff4 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

PHYRE: A New Benchmark for Physical Reasoning SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.796756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.796756Z digest=sha256:1f957573894bf93c7879a682b3f48f1becf6b2f6e972570ec83188d39a2c116e

Observation 89bf8cdd-1045-49d5-ab67-7450c7e852fa · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.427633Z

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=pdf_text observed=2026-08-14T13:14:06.801052Z digest=sha256:7bc7d9f5ef508c8714e5c77e986228a4d8142f5cd8958682f936521f1651b4e4

Observation fe51b701-ad10-4df4-bbda-377a7c0d46c1 · outbound

This paper cites Martin-Ordas, J.

PHYRE: A New Benchmark for Physical Reasoning Martin-Ordas, J

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.415615Z

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=pdf_text observed=2026-08-14T13:14:06.804915Z digest=sha256:f3074f8aa1f7b92f3ef305b9c36e0db2c037370ac93bdef3af878772cbb0f522

Observation a5385e5c-3800-4a3b-b36a-92463551d238 · outbound

This paper cites McCloskey and D.

PHYRE: A New Benchmark for Physical Reasoning McCloskey and D

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.404396Z

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=pdf_text observed=2026-08-14T13:14:06.808748Z digest=sha256:1390e796a3576c24125ebb311950ee052b7e78f52541cfcd18fe9251914f6654

Observation 91a3565a-f781-4b8f-8f0e-60339780b707 · outbound

This paper cites McCloskey, A.

PHYRE: A New Benchmark for Physical Reasoning McCloskey, A

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.393590Z

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=pdf_text observed=2026-08-14T13:14:06.812593Z digest=sha256:826eeb4d179ee7caf014cc69bff868728497d27d2c5b8e947859b90c170927ed

Observation 3db9ce1b-7c43-4894-9fcb-e3013cf631b1 · outbound

This paper cites McCloskey, A.

PHYRE: A New Benchmark for Physical Reasoning McCloskey, A

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.381138Z

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=pdf_text observed=2026-08-14T13:14:06.816369Z digest=sha256:bb47e4ef5e861fa737f4dc7b279e0026866f03f8817b8e55e9ea6ea2f2d4eb3d

Observation 65509400-e142-4d75-816f-0eacd50c21b2 · outbound

This paper cites Mirza, A.

PHYRE: A New Benchmark for Physical Reasoning Mirza, A

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.368555Z

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=pdf_text observed=2026-08-14T13:14:06.820520Z digest=sha256:22817fdd0bec2fa4694270fe98617902403b7000c460c0b1fdaa137deaddbde0

Observation a24ccf31-09b2-440e-a16a-b7105986f14a · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.355251Z

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=pdf_text observed=2026-08-14T13:14:06.824562Z digest=sha256:d2090ea8cd0bd3f35543a8c03512d9c5bece5f52b8c785aedc24adcddeb5adbe

Observation 863ab6e9-7e79-4e74-b37a-d52ed78de544 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.342626Z

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=pdf_text observed=2026-08-14T13:14:06.830389Z digest=sha256:2b47ac94369961c625fba8877214af9d6c694482b0799ba7f0970a9362e3f6b6

Observation 8eccf82c-757b-4b33-9b8e-5921133bdc86 · outbound

This paper cites Perez, F.

PHYRE: A New Benchmark for Physical Reasoning Perez, F

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.330945Z

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=pdf_text observed=2026-08-14T13:14:06.834896Z digest=sha256:4d07969333efce33ec516811da9346c7da96890c4e45e6a679d311a699a4997d

Observation 2f72ce52-5f43-4ad5-9885-3b0c578615b5 · outbound

This paper cites Peters, J.

PHYRE: A New Benchmark for Physical Reasoning Peters, J

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.318331Z

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=pdf_text observed=2026-08-14T13:14:06.838682Z digest=sha256:ca8dea153bf82076a05d134378ee7b3dbfe52f842f51a1b2f5a2ec74af554bb0

Observation 670c6e1f-d8ff-4dd4-b21f-e72001b78cb2 · outbound

This paper cites Probing Physics Knowledge Using Tools from Developmental Psychology.

PHYRE: A New Benchmark for Physical Reasoning Probing Physics Knowledge Using Tools from Developmental Psychology

Reference 39

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no resolver link, observed 2026-08-14T13:14:06.842219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.842219Z digest=sha256:78c3d843aedaee83b90f2d7731b41dd34141a04f7c69c033042104fd9f064310

Observation da002d76-abd2-4421-88a0-5705434acf32 · outbound

This paper cites Povinelli.

PHYRE: A New Benchmark for Physical Reasoning Povinelli

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.305840Z

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=pdf_text observed=2026-08-14T13:14:06.846236Z digest=sha256:13350a9aba8b92a7f3b1230c857c85891c4fb00a35c266513123c565573376c7

Observation ef4b8133-6238-435b-b3bb-bb15e83baab6 · outbound

This paper cites IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning.

PHYRE: A New Benchmark for Physical Reasoning IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.850598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.850598Z digest=sha256:188df345cbd4acbcde3fc6ee16e3f104311ecaa1ec3705447fdb2c0a3603b77b

Observation 28ac7f78-1f7d-45cc-9eec-c6169977f0d3 · outbound

This paper cites Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling.

PHYRE: A New Benchmark for Physical Reasoning Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.854418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.854418Z digest=sha256:b4453f45697a0b8cca2fa15d7fbbd6323d1ace285d6aac9ad8a06d082d24f247

Observation 79fa96c2-1972-46fb-b5fb-797235132926 · outbound

This paper cites Santoro, D.

PHYRE: A New Benchmark for Physical Reasoning Santoro, D

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.293796Z

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=pdf_text observed=2026-08-14T13:14:06.858171Z digest=sha256:950842f30799307878964cf3a44447af8142c0fb60f5175475f845d3056fe804

Observation 620e8da0-5d24-44bc-90d1-31a41c048634 · outbound

This paper cites Habitat: A Platform for Embodied AI Research.

PHYRE: A New Benchmark for Physical Reasoning Habitat: A Platform for Embodied AI Research

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.862558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.862558Z digest=sha256:ec429aa1219b0bcebd772e6ac28460a9755fc2bc3cdd65cb9aeebcc4812cc338

Observation 59e9d4e1-4b0f-4376-9283-e55bbcc051e8 · outbound

This paper cites Proximal Policy Optimization Algorithms.

PHYRE: A New Benchmark for Physical Reasoning Proximal Policy Optimization Algorithms

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.867615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.867615Z digest=sha256:4673e22f9a6790fe37d643ba46a5b8e7d365eb4a71ce9ce6d9c7e6cca945f7f5

Observation caa2076e-ad94-4076-b89d-fd033751134e · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.281372Z

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=pdf_text observed=2026-08-14T13:14:06.871615Z digest=sha256:9bb7cd119ab14b83f323f7f056e770ba17ff49b79d14d88e4ab7b0814574929b

Observation 1d455332-990f-4468-88ab-1598d14e741e · outbound

This paper cites Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design.

PHYRE: A New Benchmark for Physical Reasoning Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.875313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.875313Z digest=sha256:d04f4f9cb15aaf245d13b8f95c8f54f0cf5202fc2867b17da05962827837e7a9

Observation fb6577fa-d6c0-43bd-a74b-5e3bd594992e · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.269623Z

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=pdf_text observed=2026-08-14T13:14:06.880243Z digest=sha256:bcc699f80a7ce2ed33fa88d2f0b73a4b17a6bc9ee2e4d126060538251c25da37

Observation 74b9779e-730d-4ab5-b428-2c9680b98ffe · outbound

This paper cites Teschke and S.

PHYRE: A New Benchmark for Physical Reasoning Teschke and S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.255831Z

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=pdf_text observed=2026-08-14T13:14:06.884568Z digest=sha256:2c64fcb5386f0c1ef97788d90defad9bc9f9d3de99859ed8d72cbc0a7dbb0f85

Observation 65dd330a-5f60-4915-9186-e910c469a2e1 · outbound

This paper cites Todorov, T.

PHYRE: A New Benchmark for Physical Reasoning Todorov, T

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.243372Z

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=pdf_text observed=2026-08-14T13:14:06.889095Z digest=sha256:e1d61de3f5f307aa2b63f8e6db5af4e4cb26bc21a71c84e97313b0f6e2f75df4

Observation bc2d682b-30e2-4667-b9ad-8b7a3f9c1510 · outbound

This paper cites Vapnik and A.

PHYRE: A New Benchmark for Physical Reasoning Vapnik and A

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.230866Z

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=pdf_text observed=2026-08-14T13:14:06.893484Z digest=sha256:8d39a8d8ff52362a8d2479c8ce7c91f54ca5e0c487b3c78c3067d7d0aefeb879

Observation b28b94b2-a5a9-4532-8bbf-00e6de359b25 · outbound

This paper cites Visalberghi and L.

PHYRE: A New Benchmark for Physical Reasoning Visalberghi and L

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.217767Z

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=pdf_text observed=2026-08-14T13:14:06.897626Z digest=sha256:abd32c7ee0c2f7359b6408824b1c608001cf87c68fd68e931bc66a303fa20cf8

Observation 5a621e79-6cb9-4546-a4d0-fba7466411c4 · outbound

This paper cites Visalberghi and L.

PHYRE: A New Benchmark for Physical Reasoning Visalberghi and L

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.203309Z

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=pdf_text observed=2026-08-14T13:14:06.901655Z digest=sha256:0183aab28803da5a4625b988fbf791554b0b39388147451316bad9bc027326c3

Observation e0ebe245-df96-4c19-9af0-e16a2e7cd644 · outbound

This paper cites Visalberghi and L.

PHYRE: A New Benchmark for Physical Reasoning Visalberghi and L

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.191178Z

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=pdf_text observed=2026-08-14T13:14:06.905658Z digest=sha256:7f0d3bb16f18d786126ebf02fa4d2740aadcec23eb7422e2416b8505f8951c13

Observation d00b54b5-0a50-40a9-9483-56238ce6b3bd · outbound

This paper cites Wilcoxon.

PHYRE: A New Benchmark for Physical Reasoning Wilcoxon

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.178730Z

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=pdf_text observed=2026-08-14T13:14:06.909541Z digest=sha256:2a82f2427e2d5a99fbd4340698759b6520f784532a7321744c372852b681fff0

Observation 731d0f2a-ed3e-49b3-8f01-4cac6eaf4025 · outbound

This paper cites Winograd.

PHYRE: A New Benchmark for Physical Reasoning Winograd

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.164383Z

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=pdf_text observed=2026-08-14T13:14:06.913564Z digest=sha256:fe9746b0f64d38502b92948bf76ca93e8a154b83fc8672cfddca70cb9c039e09

Observation 9fe80f6f-7aee-472d-9130-ceb118a698c6 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.151533Z

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=pdf_text observed=2026-08-14T13:14:06.917186Z digest=sha256:26dbb2547067afa8628071eee70f2b3fa878cdb2bf4fe8cabab36f60d01d9e2b

Observation 22b2d9b0-85da-4c0f-be28-47176c999f34 · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.139387Z

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=pdf_text observed=2026-08-14T13:14:06.921245Z digest=sha256:ad4f692de6353b09107529731b36ac2101cfe3398d7f777c542a72b04e23a94a

Observation 11b667ce-b87d-4c67-afcf-3c1aa1f655ec · outbound

This paper cites Building Generalizable Agents with a Realistic and Rich 3D Environment.

PHYRE: A New Benchmark for Physical Reasoning Building Generalizable Agents with a Realistic and Rich 3D Environment

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-14T13:14:06.925440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:14:06.925440Z digest=sha256:c9c913ec9f60469707443357588b972a9ff5ed3f6731f4fb58bf123a8a2186f0

Observation 24a22ef3-d26c-4f2f-9780-cf07838395bf · outbound

This paper cites an unresolved cited work.

PHYRE: A New Benchmark for Physical Reasoning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:14:07.126872Z

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=pdf_text observed=2026-08-14T13:14:06.930184Z digest=sha256:2ad0a3e707372a2545e4c82874e30df568c08ad9b22f4b5c3a8ebffffb4cdfe6

Observation 513e49d8-b39d-4284-82bc-204bcc584178 · outbound

This paper cites master solution.

PHYRE: A New Benchmark for Physical Reasoning master solution

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:14:07.114865Z

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=pdf_text observed=2026-08-14T13:14:06.934248Z digest=sha256:e42aab0152979425cbedbdeb9881fd498630269ffb4987e4b475efb675a037b8

Pith citing papers

Observation 9215161d-fcd7-4489-abd8-f504ee9e3adb · inbound

CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models cites this paper.

CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models PHYRE: A New Benchmark for Physical Reasoning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T04:44:58.700144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:44:58.700144Z digest=sha256:309f4f9524de6f5ed7fdef2918c67b3f03be380f14de9cb650a947fec7fdd6b5

Observation 0acbb38f-5b74-4fb7-b294-337de28fb99f · inbound

ABench-Physics: Benchmarking Physical Reasoning in LLMs via High-Difficulty and Dynamic Physics Problems cites this paper.

ABench-Physics: Benchmarking Physical Reasoning in LLMs via High-Difficulty and Dynamic Physics Problems PHYRE: A New Benchmark for Physical Reasoning

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-06T19:46:45.813127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:46:45.813127Z digest=sha256:d715ae172eebc744e030aba0d899720c5bba46e320bcc99eb787b46de394f74d

Observation da946388-a22c-48f4-b571-394b6190f80f · inbound

Object-centric Denoising Diffusion Models for Physical Reasoning cites this paper.

Object-centric Denoising Diffusion Models for Physical Reasoning PHYRE: A New Benchmark for Physical Reasoning

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T19:41:28.553086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:41:28.553086Z digest=sha256:c86a3deadf42f21d091ba73bb5dec4f158982661054a69e5d402f7170ab8ceb5

Observation 06f71c86-b857-4deb-8661-241d032db927 · inbound

SoM-1K: A Thousand-Problem Benchmark Dataset for Strength of Materials cites this paper.

SoM-1K: A Thousand-Problem Benchmark Dataset for Strength of Materials PHYRE: A New Benchmark for Physical Reasoning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T15:49:56.919395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:49:56.919395Z digest=sha256:7837aa6343363a3d31db16d620a20a57f8a6902974eb39f12882b251a2a52fa8

Observation 02fa6e2e-e887-4480-80d0-917849230f58 · inbound

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction cites this paper.

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction PHYRE: A New Benchmark for Physical Reasoning

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-22T11:11:27.607190Z

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=pdf_text observed=2026-05-22T11:06:38.102348Z digest=sha256:eb304d0f51f1329ecdfec973e84b5bf7597c67d9436455599f3e1ad668c1d0ac

Observation e5721d12-68c6-41c1-ae23-b5306eda9ddd · inbound

SketchVLM: Vision language models can annotate images to explain thoughts and guide users cites this paper.

SketchVLM: Vision language models can annotate images to explain thoughts and guide users PHYRE: A New Benchmark for Physical Reasoning

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T14:36:05.450336Z

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=pdf_text observed=2026-05-09T21:32:08.503584Z digest=sha256:852ac53147d66055ad684a1e2ff03121aadf8ddccdcfbd9fb08a63d363991440

Observation fa4e17f5-3e3c-4da6-8748-59c4da15e0fc · inbound

MPMWorlds: Material-Point-Method Simulations for Inferring and Extrapolating Physical Dynamics cites this paper.

MPMWorlds: Material-Point-Method Simulations for Inferring and Extrapolating Physical Dynamics PHYRE: A New Benchmark for Physical Reasoning

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T01:16:24.669460Z

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=pdf_text observed=2026-06-28T12:19:27.221596Z digest=sha256:e6027154cb9adf194c13af9b31a50097c47c390f77da1363028fe5194539b7bb