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Paper Citation Record · LEDGER

Enhancing Human-Centered Dynamic Scene Understanding via Multiple LLMs Collaborated Reasoning

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2403.10107.

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

pith.paper-citation-record.v1
2403.10107 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:30:08.641750Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T15:26:25.537224Z

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 5a75bb05-b1f1-4d81-94c2-06f8c44ba720 · inbound

Breaking Event Rumor Detection via Stance-Separated Multi-Agent Debate cites this paper.

Breaking Event Rumor Detection via Stance-Separated Multi-Agent Debate Enhancing Human-Centered Dynamic Scene Understanding via Multiple LLMs Collaborated Reasoning

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T21:17:39.828355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T21:17:39.828355Z digest=sha256:8a5089917072103261858b282d84cd42a6f37e054c2b9a2b27779ee4c03db674

Observation aeb387c6-b0cb-421c-9265-345393f43994 · inbound

SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation cites this paper.

SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation Enhancing Human-Centered Dynamic Scene Understanding via Multiple LLMs Collaborated Reasoning

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-11T15:26:25.545970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T15:26:24.968256Z digest=sha256:e1216a29ec25ac3c6450701f7f528f1aa9fa5858ca3da1979c61b690fb356aff

Observation 5fff4d97-50ce-4ba3-95bf-fee379698b1d · inbound

TSTMotion: Training-free Scene-aware Text-to-motion Generation cites this paper.

TSTMotion: Training-free Scene-aware Text-to-motion Generation Enhancing Human-Centered Dynamic Scene Understanding via Multiple LLMs Collaborated Reasoning

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T04:30:08.641750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:30:08.641750Z digest=sha256:6d07f1be834ef938144efef09745003d40ed7776b8073482b9cf97da825e14ac