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Paper Citation Record · LEDGER

A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2407.11638.

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

pith.paper-citation-record.v1
2407.11638 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:49:15.299650Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T12:05:43.273996Z

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 bbc9b560-a5b0-4bf2-976d-c79bc0491685 · inbound

Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model cites this paper.

Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T17:49:15.299650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:49:15.299650Z digest=sha256:9d0b947a396454231e1d1e04a3594dcd169061eaff5baed115bec732eaa1e201

Observation e43dedc4-f16e-422b-b181-1373bc66df2c · inbound

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs cites this paper.

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T00:23:35.150678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:23:35.150678Z digest=sha256:78eb7415f0e4b3db9873e8e9bbf26b1e2e0fdac9b9e1c26ad451b56f3184df87

Observation 51963cba-5553-4fe1-9248-ba7ba8d6522c · inbound

iTIMO: An LLM-empowered Synthesis Dataset for Travel Itinerary Modification cites this paper.

iTIMO: An LLM-empowered Synthesis Dataset for Travel Itinerary Modification A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T10:21:44.577584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:21:44.577584Z digest=sha256:098ea62c6ae68cb3fb0312177e74e18a30d1f7684d7ac5c02914743bd88af181

Observation eaec2a07-0902-49f8-b78a-e1f75cbb3eb9 · inbound

A Study of Temporal Fusion Strategies for Named Entity Recognition in Historical Texts cites this paper.

A Study of Temporal Fusion Strategies for Named Entity Recognition in Historical Texts A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-06-29T19:13:53.133683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-29T04:52:30.770882Z digest=sha256:3dafb80abf661869f5d9b4c12d9bdad4f2cf0c7387ae46322b53cbb93792e2d8

Observation 6a32213d-cfd0-425b-b21e-2be65aacef87 · inbound

ForecastAgentSearch: Towards a Multi-Expert Agent Search System for Geopolitical Event Forecasting cites this paper.

ForecastAgentSearch: Towards a Multi-Expert Agent Search System for Geopolitical Event Forecasting A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-01T12:05:43.275513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-07-01T02:50:35.164174Z digest=sha256:c3bcaadd9d6b4178ec3dbfb30ec831f4a761ff833bcddc2b4b84d5831171b20f