Paper Citation Record · LEDGER

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles

As of 19 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2508.10358.

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

pith.paper-citation-record.v1
2508.10358 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:29:47.174153Z

measured 48 of 48 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

verified exact4
verified fuzzy7
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86363b32-c631-4ca2-a3f6-d3012bf19dc8 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:41.847396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f144039-928c-416c-83d7-9e4498d6aac5 · outbound

This paper cites write newline.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:41.951447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a0ff87-d335-4bd9-910e-9e0a7e532701 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:55.252442Z

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.

Observation b34ce267-5030-4932-88b4-23708775e0ed · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:55.059698Z

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.

Observation 51af9acf-5453-4677-85a5-4d26298bb88b · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:54.840496Z

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.

Observation adb8d192-6cce-4702-b023-311bd0fe3311 · outbound

This paper cites T.; Li, Y.; Lundberg, S.; et al.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles T.; Li, Y.; Lundberg, S.; et al

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:42.536594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 590fc12b-cc4b-4bcf-8266-5f7644ea7f57 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-05T20:29:48.373129Z

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.

Observation 419573af-8374-4b95-8869-efa76ec5d619 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:54.675928Z

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.

Observation 54b095ee-38a9-435b-a93d-915752ee38cd · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:42.721237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94b7894d-2093-4ee3-be42-34285d726b9c · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:54.536901Z

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.

Observation 90985508-fb8d-4c1d-8918-c2a5a016e410 · outbound

This paper cites Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:42.978782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fbe12f1-772f-46e5-aeb9-9ba788e5817e · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:54.284764Z

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.

Observation ea892444-3c85-43c3-aff1-0988ac1e00aa · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:54.079026Z

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.

Observation 438211aa-4308-45ec-b095-f3a3748aaf39 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:43.341266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81dc1c4e-259f-4773-9a97-daf1bcd914cd · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:53.849876Z

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.

Observation f1a34c7f-6de1-4e56-a343-45172b3d25c1 · outbound

This paper cites P.; Perelman, A.; Ramesh, A.; Clark, A.; Ostrow, A.; Welihinda, A.; Hayes, A.; Radford, A.; et al.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles P.; Perelman, A.; Ramesh, A.; Clark, A.; Ostrow, A.; Welihinda, A.; Hayes, A.; Radford, A.; et al

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:29:53.622503Z

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.

Observation fabe1cb9-f844-47b5-b097-a7611d0e2313 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:53.387308Z

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.

Observation 440aec1f-a853-4c5f-a243-f6115fcaa0be · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:53.209634Z

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.

Observation d6458014-d6e6-4b4c-b56a-1360fd8ec26d · outbound

This paper cites MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:44.057862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3604c96d-9e23-49fe-804f-f623abaa74ab · outbound

This paper cites Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:29:47.964688Z

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.

Observation cb4b1334-1000-41fb-8444-a09c08d1aac6 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:53.010881Z

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.

Observation c1562abe-70ae-40cb-9bbe-468f957eef51 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:52.810380Z

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.

Observation d05a9fdf-4527-471b-afa2-245afebc6ba0 · outbound

This paper cites S.; O'Brien, J.; Cai, C.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles S.; O'Brien, J.; Cai, C

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:29:52.581035Z

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.

Observation 4d277b16-eff5-47a9-b6be-4f90f956bad6 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:52.415810Z

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.

Observation c8619ff9-60a0-45cd-af03-7065d6540a3d · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:52.270714Z

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.

Observation fdc5a49d-2096-471e-a3ad-7df83ccf1b77 · outbound

This paper cites L.; Addis, D.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles L.; Addis, D

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:29:52.045097Z

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.

Observation 62af7abf-8784-4506-8187-85ca94c3fc86 · outbound

This paper cites R.; and Yao, S.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles R.; and Yao, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:29:51.785363Z

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.

Observation df9809eb-02ae-432d-b3ff-826ee2b9acb5 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:51.510884Z

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.

Observation 6f00466f-aed8-4065-a505-01ea41b14b8c · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:51.291750Z

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.

Observation ef5ff8a9-f04e-4e36-988e-609abc23b62e · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:51.089641Z

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.

Observation 095abb1b-d444-40fe-b322-5807ea81a010 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:50.858157Z

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.

Observation 384d8f4d-0ad5-496d-bad4-661562b6922d · outbound

This paper cites Exploring Large Language Models for Word Games:Who is the Spy?.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Exploring Large Language Models for Word Games:Who is the Spy?

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:29:47.790443Z

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.

Observation 0de0fd5b-c41b-4aaa-862e-6cb019c1e96a · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:50.617070Z

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.

Observation 384a8c14-5943-45a0-9cc1-47fe0717d355 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:50.405125Z

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.

Observation 63b8c7ae-ab24-4f4e-be88-bc5e4eb8ce3c · outbound

This paper cites K.; Pu, Y.; Willis, K.; and Liu, B.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles K.; Pu, Y.; Willis, K.; and Liu, B

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:29:50.186707Z

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.

Observation e7a9c3af-7ddf-4f6c-9906-897ab96aaee3 · outbound

This paper cites H.; Katz, M.; Jayaraman, P.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles H.; Katz, M.; Jayaraman, P

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:29:49.931482Z

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.

Observation 6cc40457-9300-49d1-a1d8-8cc7df978a9e · outbound

This paper cites Seeing Beyond Words: MatVQA for Challenging Visual-Scientific Reasoning in Materials Science.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Seeing Beyond Words: MatVQA for Challenging Visual-Scientific Reasoning in Materials Science

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:46.167368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 416919c8-c6c5-448b-919d-1a999930c9d2 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:49.763928Z

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.

Observation a833b7ee-2a7a-4db0-bdcb-0a4d12aca302 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:49.501629Z

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.

Observation f57bf5e6-f017-4e65-92fb-dd0aea5b3965 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:49.280827Z

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.

Observation ee8aa60c-5169-46a5-b815-0da572f277c8 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:49.083156Z

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.

Observation 7442b28b-6067-4e0f-99eb-2d8c56620bc4 · outbound

This paper cites What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:46.725080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca2a632-b639-4723-87e1-a266e29abbf4 · outbound

This paper cites V.; Movahedi, M.; Li, M.; Ji, H.; Zhang, H.; and Zhang, T.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles V.; Movahedi, M.; Li, M.; Ji, H.; Zhang, H.; and Zhang, T

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:29:48.849510Z

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.

Observation 3437b359-18bf-470f-939c-f223238cfc6c · outbound

This paper cites R.; and Cao, Y.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles R.; and Cao, Y

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:46.867648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933488b7-8d2c-4ff2-a131-85f2abea48fd · outbound

This paper cites RPGBENCH: Evaluating Large Language Models as Role-Playing Game Engines.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles RPGBENCH: Evaluating Large Language Models as Role-Playing Game Engines

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:46.923225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f92a1b4-7afd-4bfe-8df3-d2590d80bd47 · outbound

This paper cites TurtleBench: Evaluating Top Language Models via Real-World Yes/No Puzzles.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles TurtleBench: Evaluating Top Language Models via Real-World Yes/No Puzzles

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:29:47.451401Z

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.

Observation 726eda2f-1df6-4f7c-bc65-faa2f778b801 · outbound

This paper cites an unresolved cited work.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:29:48.610769Z

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.

Observation 4db78120-bd19-4758-b1b0-ed8c893ace8a · outbound

This paper cites PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games.

What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:47.174153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.