Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:29:47.174153Z
Paper Citation Record · LEDGER
What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles
As of 9 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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.