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Paper Citation Record · LEDGER

Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2505.10774.

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

pith.paper-citation-record.v1
2505.10774 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 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:49:34.926858Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0bb3e977-8de9-445f-a9d8-39cbf41156e6 · inbound

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models cites this paper.

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting

Reference 132

Resolution
unresolved
no resolver link, observed 2026-08-04T16:49:34.926858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T16:49:34.926858Z digest=sha256:0f57d12ea4528102ef66620e3c11d5d6a80200346acc3f7863f3f6411d505a38

Observation 63a428a2-e941-45e5-8826-128d31fb81a3 · inbound

GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion cites this paper.

GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:48:34.253218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-16T21:44:19.653843Z digest=sha256:b356e5164a8182cad2a64a6ad27a202dc317f8bf97e8f4ede637f94761440387

Observation 7e85b331-508d-4020-93ad-e308dff6df63 · inbound

Rethinking Multimodal Fusion for Time Series: Text Modalities Need Constrained Fusion cites this paper.

Rethinking Multimodal Fusion for Time Series: Text Modalities Need Constrained Fusion Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-02T17:44:46.616740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:44:46.616740Z digest=sha256:fe911879e406261d809935ca7b0b5e1ffcba96a978d4a556eac4a49da40c567f