Paper Citation Record · LEDGER

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding

As of 7 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2607.24407.

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

pith.paper-citation-record.v1
2607.24407 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T15:44:28.204969Z

measured 23 of 23 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

23 of 23 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eecb9ee0-7889-4866-ba21-0b09db89d1fc · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.147533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5e66dc9-616e-4629-bef3-29870bf1100f · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.150978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72eae22a-cd5c-4ceb-85be-1f4f5a5bd9d4 · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.153719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6307e0e-7894-4be4-91f9-f7d436b4f340 · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.156338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8874a13-7ef8-4730-a1d6-3b2cb93b4521 · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.159023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e1cc2b1-243b-4d24-894c-3915299cc70e · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.161801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 392f1e59-6d56-4cd5-b2aa-f8c18b7eb700 · outbound

This paper cites Direct Grounding Prompt Reflection Prompt You are an expert multimodal grounding annotator.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Direct Grounding Prompt Reflection Prompt You are an expert multimodal grounding annotator

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.164735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2679ebe-d20d-4648-a34c-70886b3833cc · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.169363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3389078a-37d2-4cd3-9ce4-e162a9cfd276 · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.171632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00af1e62-d1bd-4a96-ab43-b6b091a17aa0 · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.173914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6bfa11-1969-46fe-917a-c6d34adfe218 · outbound

This paper cites You are an expert multimodal grounding annotator.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding You are an expert multimodal grounding annotator

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.176556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4f65a20-4eb6-46a4-baff-ee8a189dd412 · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 13

Resolution: parse uncertain; no resolver link, observed 2026-07-31T15:44:28.178723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a45f584-2ef5-49c5-893d-d890defc97cc · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.181024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ade672cf-40e5-4c9a-b3fc-b10c2b256f8c · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.183340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de7a5527-3be0-4686-af8a-af1c00374736 · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.185655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec973c2e-d77c-4d1d-93b1-c16eda5ec49d · outbound

This paper cites an unresolved cited work.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.188031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6127bcc5-98cb-4594-8cbd-39d4b65425ba · outbound

This paper cites Evidence Diagnosis Prompt Figure 8Prompt templates used in referring grounding data construction.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Evidence Diagnosis Prompt Figure 8Prompt templates used in referring grounding data construction

Reference 18

Resolution: malformed identifier; no resolver link, observed 2026-07-31T15:44:28.190210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f7940f-18e9-46a9-bd35-fb7e6c3f0c02 · outbound

This paper cites Assign a clear and concise class label to each object (e.g., 'person', 'laptop', 'coffee mug', 'dog’).

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Assign a clear and concise class label to each object (e.g., 'person', 'laptop', 'coffee mug', 'dog’)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.193532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c3e23ce-c607-4369-bd59-f04259601b66 · outbound

This paper cites Each instance requires its own property dictionary.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Each instance requires its own property dictionary

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.195768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a5ae56a-ba3c-4ec8-9e36-a01c48611bad · outbound

This paper cites Populate this object with all observable visual properties.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding Populate this object with all observable visual properties

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.197963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 544a2b64-8b45-4217-a012-dc142ac14e74 · outbound

This paper cites to the left of the monitor.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding to the left of the monitor

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.200326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48bee4ce-e966-42c0-8e37-1aa6652fb9a5 · outbound

This paper cites a white ceramic mug filled with dark coffee.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding a white ceramic mug filled with dark coffee

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.202547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c90e8b-771f-49dd-9056-2f8681840651 · outbound

This paper cites scene_properties.

Mixture-of-Thought-Tokens: Unifying Perception and Reasoning for Free-form Multimodal Grounding scene_properties

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T15:44:28.204969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.