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Paper Citation Record · LEDGER

Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.15457.

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

pith.paper-citation-record.v1
2502.15457 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:46:40.844641Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T11:24:32.527535Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 67ddd8c2-03f9-421c-85f6-0136d8b8ac6c · inbound

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark cites this paper.

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs

Reference 160

Resolution
unresolved
no resolver link, observed 2026-08-16T11:46:40.844641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:46:40.844641Z digest=sha256:329f7b570d49fcdd9b84301f2f930540f5283243cccce6f00a96321a5a22f604

Observation a2f0c1df-6027-4396-b59e-4c1b90d35e44 · inbound

Machine Mirages: Defining the Undefined cites this paper.

Machine Mirages: Defining the Undefined Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:24:32.552708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T11:24:29.552381Z digest=sha256:9a3da813c87e66a70cbb91807c8874805b08fa195f3c08b83f16de8f81466a75