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Paper Citation Record · LEDGER

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.00258.

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

pith.paper-citation-record.v1
2506.00258 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:15:04.952930Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

26 of 26 outbound references displayed

  • verified exact1
  • verified fuzzy12
  • unresolved12
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b645267-5845-412f-b6fb-c885d3a0c8eb · outbound

This paper cites If the object *is actually present*, FAIL.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs If the object *is actually present*, FAIL

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:08.840557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.401902Z digest=sha256:527fb639f1233b59ff67dd574a5bc3a315941599a1ba7d4f8a7a6ec67ca9d571

Observation 9f19ec53-acda-4470-9169-4281c93d6b59 · outbound

This paper cites • Kitchen stove but no frying pan→ frying pan.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs • Kitchen stove but no frying pan→ frying pan

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:09.155671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.239538Z digest=sha256:1b6e87cc06c59f3e5fb21531d421979e9978047dbb20126079f142861e3996e9

Observation 6cb3d3ba-41d0-4942-82c4-3ab76a45f7fa · outbound

This paper cites MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T12:15:03.174052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:15:03.174052Z digest=sha256:27cf258f63f0ffd21fb55acac10d5e1df3372a695f5e227da4cec0fb311b626b

Observation 19fb2149-2e34-4954-bf8f-b0e3700d2a0b · outbound

This paper cites cup"] or [.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs cup"] or [

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:08.377328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.650555Z digest=sha256:05d8fa575a696678c9406e2188cd9ba32ec93b9f294df72029829f81c1b9c84d

Observation 83e9b0e0-4ee0-4237-8dd8-97a5b9f470dc · outbound

This paper cites Tell me the condition of the frying pan that’s on the front-left burner.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Tell me the condition of the frying pan that’s on the front-left burner

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:08.996290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.332549Z digest=sha256:a94356ec477f1b64ee3caaaa5ff47b3717c4794c29f6de0f5d801d1b0772103b

Observation f8a37da3-2d21-46b2-8d8d-1b3e2134ccbf · outbound

This paper cites Give me my faviourite mug.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Give me my faviourite mug

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:07.078439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.337744Z digest=sha256:ac60365e425edc72d92c508e84c92b9bc4d0133209fb9d1ffaaa57fd4632eefb

Observation 4cd35560-dd88-41f3-ae99-6a2a31c2c2ab · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:08.697012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.478042Z digest=sha256:2544c0065d9a4da782f5c900974edf8803f91dfd9e2d0996cd2ace670e40b87b

Observation 0347a3ff-5346-4d0d-bd2b-d84edfbda6a4 · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:08.517966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.549807Z digest=sha256:b89ca49099cfb067d62d4afa85ec76ef38f2aeef38fb628505bdd8c9fca46109

Observation 176b7405-f14a-4303-b680-ccb73c0e7332 · outbound

This paper cites the cup”), vague modifier shared by all instances (“the red one.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs the cup”), vague modifier shared by all instances (“the red one

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:08.222495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.732210Z digest=sha256:62148ed6438dacf40d87c19d936fadfb935c3d70912830d928658db160690cfa

Observation cc944c34-4bb2-4c86-9375-3ed720f55e68 · outbound

This paper cites left cup.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs left cup

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:08.042509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.802048Z digest=sha256:bfefb0f08e34113efaba4875ce91ecc308863d0e13110ba2e4c51053ff465ed4

Observation 6964f149-dbe0-4a8c-a22e-effcc5ad6652 · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:07.864670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.873660Z digest=sha256:0e365087bf3a30fd819046dbc42d677af5f36cb465a8137b44052d9848d1c670

Observation f400f11d-2fd7-4237-9b81-94d17de73a2d · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:07.730574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.951035Z digest=sha256:7bef8ea69dadc6e38ac0ca2044ce5887ed60b3fc83c01528ef3f56810e7474a6

Observation a691f58c-078e-4b4f-9e82-8e17be0b377e · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:07.593210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.051816Z digest=sha256:bdb8ade95a6526cdee322165fd10202f1604c193aace1927167a42c28edaa09c

Observation f9dd8de5-1971-4d9b-802e-d661f3eaa3d6 · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:07.421904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.140991Z digest=sha256:ccd9fdf061f6527bc2621785858fc0526f582701b63c543f6cacd1ff762eea85

Observation 50c07897-69ec-4f4e-96c0-73884a16fc64 · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:07.264956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.242159Z digest=sha256:52b6b0d31ae8c1fa6446f867a8f978c344f4c725cfccbdabcb209ad59dc30273

Observation 1ae1b804-85f6-4132-b9f5-d7d62ddf4cf9 · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:06.901040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.426693Z digest=sha256:2c64fd2fbbabf1d0b6ffdd58f60030604cb43098f34d38568655f83f2996693a

Observation 2d0afd44-9b37-42d7-aca2-b07920794a97 · outbound

This paper cites To solve the task, the model must reason using the information that contains/poses inconsistency.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs To solve the task, the model must reason using the information that contains/poses inconsistency

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:06.686756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.500564Z digest=sha256:24e7bafc83eedea793b615f312243251cab5c25420d3117411739569ae7dfb52

Observation d7b31146-81db-48d2-9f8e-40c11f0f7c4e · outbound

This paper cites You are an embodied agent—give step-by-step instructions to move the sofa through the doorway.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs You are an embodied agent—give step-by-step instructions to move the sofa through the doorway

Reference 20

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T12:15:06.543336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.536837Z digest=sha256:27008997cfd30642508d3766d6d9e39eb6828ad2d551004348df837090fa52ef

Observation 07d1462b-5f7c-4e05-b3a3-e322ecc1835e · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:06.342002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.588733Z digest=sha256:d5174d703bb1322d5e06725a751a8d2e2aa8f72102dba83b829c45b8ae946c1b

Observation 8ac46fa4-bc4b-4a6e-88f2-225749fe2117 · outbound

This paper cites an unresolved cited work.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:15:06.150425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.651322Z digest=sha256:e7903f03f631a012be8fa33b4eb8fc425a9143bf794368b74c437f7160e8ccb9

Observation 650575ca-626f-4de1-bf7f-6a3dce097421 · outbound

This paper cites The laptop on the right is closed, while the one on the left is open.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs The laptop on the right is closed, while the one on the left is open

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:05.999968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.717407Z digest=sha256:c038ed783697080e50e4db20fa8faf79e0a1f02815756919b4c4a352e968f4bb

Observation 1b18f104-2b3e-42fe-94c1-9dd4d1a3b2f7 · outbound

This paper cites MAC 3 Packs Aloe Vera Lipstick.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs MAC 3 Packs Aloe Vera Lipstick

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:05.851358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.787376Z digest=sha256:c5cad5630b8adc221f87a0abed13a1c51cb79fc3345798743b6d7b39da69ba62

Observation d524d297-5e75-4fc4-9fac-4fa6f9b8ad21 · outbound

This paper cites Petansy,.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Petansy,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:05.663088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.875964Z digest=sha256:4ef20fa82bb0141c52b5ffad756ae7d2a3d18d63f8a8e5b9bd67ef974bf29038

Observation 805e5702-b003-41c0-84f0-aee86bf7c11e · outbound

This paper cites MAC 3 Pack.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs MAC 3 Pack

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:15:05.417466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:04.952930Z digest=sha256:0dc56799132b78e378adadcfa25063b8f4c4b3d8f531e4b810c1a60b5c387066

Observation d9e80625-321c-47bd-94d2-ce95f4055fb3 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Gemini: A Family of Highly Capable Multimodal Models

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-07T12:15:03.058360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:15:03.058360Z digest=sha256:f1dd70cf471dcf06c56c692242df2f6ac5a952f7859b4a4f36667a435e4fe033

Observation ce2cdc90-05f1-455e-a1ff-38bef000f228 · outbound

This paper cites arXiv preprint.

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs arXiv preprint

Reference 2024

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:15:05.246264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:15:03.114486Z digest=sha256:40c41f53a71587b0537ab62f612880ad1bb26cc6ff4350aac0ad4e5e9a9b9901

Pith citing papers

No inbound Pith citation observations are available.