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Paper Citation Record · LEDGER

Advancing Time Series Classification with Multimodal Language Modeling

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2403.12371.

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

pith.paper-citation-record.v1
2403.12371 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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:48:12.431558Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T09:32:16.190942Z

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 58143c98-75a8-4d2f-8925-98b670aa8656 · inbound

TempoGPT: Enhancing Time Series Reasoning via Quantizing Embedding cites this paper.

TempoGPT: Enhancing Time Series Reasoning via Quantizing Embedding Advancing Time Series Classification with Multimodal Language Modeling

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T20:48:12.431558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:48:12.431558Z digest=sha256:1f82785539ea47b78c7b4c0b91003ae6b2c1dd2b9dea3ffdbe4f982471894713

Observation 326ede18-3ed9-43e8-9ad1-3986787df9f8 · inbound

From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.

From Time Series Analysis to Question Answering: A Survey in the LLM Era Advancing Time Series Classification with Multimodal Language Modeling

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:32:16.194542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-19T09:31:55.829045Z digest=sha256:d84fdaff4e9f73e8a8a0145a9b247608be26ddc0c64040ccd371f51e833f8baf