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Paper Citation Record · LEDGER

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About?

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2510.02660.

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

pith.paper-citation-record.v1
2510.02660 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:42:04.192830Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de63b124-760f-4767-aaef-880f32043c7c · outbound

This paper cites ToMBench: Benchmarking Theory of Mind in Large Language Models.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? ToMBench: Benchmarking Theory of Mind in Large Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:02.985944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:02.985944Z digest=sha256:6e4711712a7eb764551c738a7b8093f06c911994bb7532d0c372cb907cbfa818

Observation ff4b2387-6a66-400d-9e8d-9a076feb90f8 · outbound

This paper cites The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.063700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.063700Z digest=sha256:5557b47e366a37a2424c325025e5fb3e0383f7fd7e52c579b01585e1f5314282

Observation 47ae0aba-af3b-420b-8623-ba5c826a6c7d · outbound

This paper cites P., Gerstenberg, T., & Goodman, N.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? P., Gerstenberg, T., & Goodman, N

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.137812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.137812Z digest=sha256:8bffdb5343f6f90a16eca264be1161fb2d5efcaf386846c594cb7d28050c4145

Observation 83185d6c-4c29-4579-ac3f-97242667e91d · outbound

This paper cites A., Gorman, J.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? A., Gorman, J

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.177236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.177236Z digest=sha256:0ba87a9638e3156861777f92a111063dea3d391a7d61a7b3454acd268885fb44

Observation 6d0e20e1-55c7-465f-9c87-bcee89b59624 · outbound

This paper cites L., Clark, P., & Choi, Y.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? L., Clark, P., & Choi, Y

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.327295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.327295Z digest=sha256:75f6aa3e66f196d2c02d9d537022ce8f7bc3fe13847e9ce6f585c442c267886f

Observation 3b044578-9785-4119-92a1-93335af381ef · outbound

This paper cites an unresolved cited work.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.401857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.401857Z digest=sha256:7d721b6f3a5825b0dcf4b0136c3a98cf7ccadb7f808556ba8ba9d502f1f536e6

Observation 6534f454-410e-42ce-b984-86263344e4fa · outbound

This paper cites Evaluating Large Language Models in Theory of Mind Tasks.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Evaluating Large Language Models in Theory of Mind Tasks

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.440313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.440313Z digest=sha256:9b1d0e7a214d2e311b32273cb44235ede820163e1ba19cb3e39e4c7ff02c42ab

Observation b521eed1-41ca-4279-9062-9dd78c44b4a7 · outbound

This paper cites an unresolved cited work.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.513954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.513954Z digest=sha256:85b5ebfae5b965d97a19fb295bfda9c7f8bdfea1523b2998c2cc80e0e584b42e

Observation 442eb1c9-ad45-48fd-950c-e962ea24a89e · outbound

This paper cites an unresolved cited work.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.587174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.587174Z digest=sha256:98e967e5be9e9b0cb70052e39fb2d45b3790e878765e9bb1376accec56592174

Observation fa22775b-111f-4624-866b-d05e121f5868 · outbound

This paper cites an unresolved cited work.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.696803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.696803Z digest=sha256:a8c3c859e269a9b84eefc6b575820ed79f682c911cb1de456fe59b294e2c9ec4

Observation e9d4ebb3-c766-4cdb-8f73-7c712c062f13 · outbound

This paper cites an unresolved cited work.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.755501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.755501Z digest=sha256:467c5fad6e8d9b174003c52f50c1351ad977a57708e4d79c47ece8507d01730d

Observation f9312aeb-eb43-44d5-b19b-38c6ee5baf60 · outbound

This paper cites an unresolved cited work.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.869085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.869085Z digest=sha256:c78335c553e370b27bcc5482976b182dd97f0d48fd7a8458d97d9185bf6ea2fb

Observation 4b23bb3f-b9e5-47af-ba4c-32543e95729e · outbound

This paper cites Mutual Theory of Mind for Human-AI Communication.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Mutual Theory of Mind for Human-AI Communication

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.898201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.898201Z digest=sha256:9a90407d2a9dceaf79bf250e70f438b5ab74df2c292b748fde3b897b2fe76900

Observation de6daee3-7d18-4de7-8b4a-6e5748b5e0bc · outbound

This paper cites Rethinking Theory of Mind Benchmarks for LLMs: Towards A User-Centered Perspective.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Rethinking Theory of Mind Benchmarks for LLMs: Towards A User-Centered Perspective

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:03.959243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:03.959243Z digest=sha256:578181aa34be3b8f4673fdc63723e67ce572621eec563ad2bd37a08f7405fb86

Observation 817aa32a-c907-4f48-bf1c-280953aae47c · outbound

This paper cites M., & Liu, D.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? M., & Liu, D

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:04.000548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:04.000548Z digest=sha256:14a511645ef598cfc9793290540d8b81a1cdac9bd3c5943fa72f11a336ecdaee

Observation d7398275-50da-4b90-ab2c-de323558cffc · outbound

This paper cites Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:04.073845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:04.073845Z digest=sha256:6ddd06b06ff648231dc567f4cba286bec055f82f8b3926d40b8127ed3d94365e

Observation 7a3fd416-468e-48d3-af47-24c638aa89ee · outbound

This paper cites Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:04.161035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:04.161035Z digest=sha256:ae074e146e40a1a44c9b4ce7ba2252bd5c367786a662932895e4cec73da3fc67

Observation 8ba4216f-8e44-4b99-8870-83f07ff03696 · outbound

This paper cites Language Models Represent Beliefs of Self and Others.

When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About? Language Models Represent Beliefs of Self and Others

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:04.192830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T12:42:04.192830Z digest=sha256:b8d58db1f5719c069bff9df60afee76f25dff2561a2b0aade45ccf76d49ac2dc

Pith citing papers

No inbound Pith citation observations are available.