Paper Citation Record · LEDGER

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.26465.

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

pith.paper-citation-record.v1
2607.26465 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:21:37.228982Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 877b111f-dd0c-45d2-b513-9663a7747891 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:36.228402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4ee1143-f56b-45ec-8fcf-9492f6dc51f4 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:36.344766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed218c98-e913-4c2a-ba4f-a293fa98db03 · outbound

This paper cites Based on the visual information and the story provided, which [theory label(s)] is/are most strongly expressed or fulfilled by the behavior of [character]?.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Based on the visual information and the story provided, which [theory label(s)] is/are most strongly expressed or fulfilled by the behavior of [character]?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:36.472851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b345beb7-7e4c-456c-84ce-22aba5b3ad93 · outbound

This paper cites answer":.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning answer":

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.194309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e635d5aa-2b05-429b-83fd-2de78ee8309d · outbound

This paper cites Privacy in Large Language Models: Attacks, Defenses and Future Directions.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Privacy in Large Language Models: Attacks, Defenses and Future Directions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:35.265205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca241597-1f14-4086-a552-26cf4a99c2e8 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:35.385516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aef007e0-3527-443c-8f1a-8f5ae95168ba · outbound

This paper cites Analyzing Leakage of Personally Identifiable Information in Language Models.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Analyzing Leakage of Personally Identifiable Information in Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:35.491751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3909825d-d518-40da-8cdd-7940ef005777 · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2023, pages 1011–1031, Singapore.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning InFindings of the Association for Computational Linguistics: EMNLP 2023, pages 1011–1031, Singapore

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:35.616925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fbf1629-b6d7-4266-bf3e-ac1fce808be5 · outbound

This paper cites StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:35.937338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95424b57-8556-4c2b-8a5b-3b44f24b6644 · outbound

This paper cites Output:JSON string only.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Output:JSON string only

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:36.873121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff216c40-3c4a-4725-b32e-960d69855700 · outbound

This paper cites The man”) to specific names found in the text (e.g., “John.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning The man”) to specific names found in the text (e.g., “John

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:36.589030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2016ab58-e914-4ad4-bd31-ab225fb2712c · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:36.707257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation becce3f8-ad1e-4cf7-95a5-b233368a9db5 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:36.997659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e2cf684-80cd-41a1-91ac-9b6a4671a6fc · outbound

This paper cites Focus verification on these key figures.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Focus verification on these key figures

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.120316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e13068e-8e5a-4b9f-b7cf-5524cda554d6 · outbound

This paper cites 4.Validation Logic: - If a behavior or motivation is hallucinated, inaccurate, or unsupported by the story, mark the chain asInvalidand provide specific reasoning.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning 4.Validation Logic: - If a behavior or motivation is hallucinated, inaccurate, or unsupported by the story, mark the chain asInvalidand provide specific reasoning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.163099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd7b4458-e75d-40de-b6f1-159f2724c160 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.165984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95bea80-ec71-4c27-ae47-b732c17de146 · outbound

This paper cites Each option must explain the practical motivation of the character corresponding to one level of the provided theory.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Each option must explain the practical motivation of the character corresponding to one level of the provided theory

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.168304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b953ab1-1dc6-478c-a62d-9585ad7f13d1 · outbound

This paper cites (theory_label) {target_character}desire_phrase[practical goal supported by story actions].

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning (theory_label) {target_character}desire_phrase[practical goal supported by story actions]

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.171138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3067fee-d3db-47ef-8862-f74e77bbb018 · outbound

This paper cites Based on the visual information and the story provided, what is the most likely motivation of {target_character}?.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Based on the visual information and the story provided, what is the most likely motivation of {target_character}?

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.173962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6863e6f-9514-4036-a835-bc7e29166ad5 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.176866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a63f4c0a-5c58-47a4-bd46-d7830f45d8b3 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 26

Resolution: parse uncertain; no resolver link, observed 2026-08-01T15:21:37.179709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b7e0ff1-0ad6-42dd-b742-62039574d4a4 · outbound

This paper cites OUTPUT FORMAT: Return ONLY the final, polished JSON of the selected set.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning OUTPUT FORMAT: Return ONLY the final, polished JSON of the selected set

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.182338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9083dbc-4580-406d-9f68-5aa194076d53 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.202942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80f3d009-4b1f-4a08-94b3-7d566e795c12 · outbound

This paper cites answer":.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning answer":

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.206102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec7dd8dc-e190-4698-9bdf-baf2cbb31013 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.208876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d915ab5-71a0-49f9-ad32-8334a05cd8cb · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.214308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f37b0b50-fbdd-49c6-a60a-85741c320cc4 · outbound

This paper cites answer":.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning answer":

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.217516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5969234-237d-46fb-82e7-d7a2ea30203e · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.220713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aadea3d-3831-4321-82f1-b47171001d29 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.223598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dc78750-498e-43dd-a045-a881f0650f82 · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.225915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81df45b1-7387-42fc-9dd6-aed09c046ea2 · outbound

This paper cites answer":.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning answer":

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:37.228982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b360ce58-5f17-47a7-ac9c-fc9790a72fbd · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 1970

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:36.111996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93752de9-0d83-47cb-ac2e-dbca2b1b90d1 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:34.551124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 098a499a-2f49-4de4-8e60-4302cec96002 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:35.780939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75c707ab-dd91-490b-82f7-41b0bfa02512 · outbound

This paper cites Mind the Motions: Benchmarking Theory-of-Mind in Everyday Body Language.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Mind the Motions: Benchmarking Theory-of-Mind in Everyday Body Language

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:35.088703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b9afef1-8d98-48dc-be4c-c34e84f1872f · outbound

This paper cites an unresolved cited work.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:34.687999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6ab788-eef2-40fb-b828-fc0028aa3193 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T15:21:34.891772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.