Paper Citation Record · LEDGER

Analyzing the Role of Context in Forecasting with Large Language Models

As of 12 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 2 inbound Pith citation observations for arXiv:2501.06496.

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

pith.paper-citation-record.v1
2501.06496 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:03:41.803992Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T06:04:54.590277Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T13:02:18.059443Z

Reference resolution

16 of 16 outbound references displayed

verified exact2
verified fuzzy1
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b8551e1-03a2-46d7-8d08-1b708197045c · outbound

This paper cites online" 'onlinestring :=.

Analyzing the Role of Context in Forecasting with Large Language Models online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.424742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65a61590-9382-4e3f-8d23-c84f9d37f152 · outbound

This paper cites write newline.

Analyzing the Role of Context in Forecasting with Large Language Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.435239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 309da5cc-98d6-4181-8326-db6893b208df · outbound

This paper cites an unresolved cited work.

Analyzing the Role of Context in Forecasting with Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:03:43.096883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dc629793-f298-4070-b345-7a7292b84695 · outbound

This paper cites an unresolved cited work.

Analyzing the Role of Context in Forecasting with Large Language Models Unresolved cited work

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T21:03:43.019381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 99fe6f5e-f09f-4bd2-b635-199748e4f5a2 · outbound

This paper cites an unresolved cited work.

Analyzing the Role of Context in Forecasting with Large Language Models Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-10T21:03:42.731273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 15c385af-39c1-444f-83ac-1aaae15b4e42 · outbound

This paper cites an unresolved cited work.

Analyzing the Role of Context in Forecasting with Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.501485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cffb3276-3d95-46ab-a907-3d754e4b02a3 · outbound

This paper cites an unresolved cited work.

Analyzing the Role of Context in Forecasting with Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:03:43.079839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bc032e86-f4ee-400b-895c-ea341f345a3c · outbound

This paper cites Ptaszynski, Hirotoshi Honma, and Fumito Masui.

Analyzing the Role of Context in Forecasting with Large Language Models Ptaszynski, Hirotoshi Honma, and Fumito Masui

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:03:43.056563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 88211eed-81fe-485f-8ea3-75081cc7c5ea · outbound

This paper cites an unresolved cited work.

Analyzing the Role of Context in Forecasting with Large Language Models Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-10T21:03:42.566590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 64441e17-f98b-4f13-a331-ca649ccb2d61 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

Analyzing the Role of Context in Forecasting with Large Language Models A Comprehensive Overview of Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.622005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1886765e-6e00-41e9-8fa0-02c118eb3f8e · outbound

This paper cites an unresolved cited work.

Analyzing the Role of Context in Forecasting with Large Language Models Unresolved cited work

Reference 11

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T21:03:42.840979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a30b1822-f9f0-4487-8f36-04a929f9e59d · outbound

This paper cites Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review.

Analyzing the Role of Context in Forecasting with Large Language Models Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.714749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01108c30-e913-4e34-8b53-9690d272dab6 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Analyzing the Role of Context in Forecasting with Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.747552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32975343-8a60-4d3b-b984-eafef9646439 · outbound

This paper cites an unresolved cited work.

Analyzing the Role of Context in Forecasting with Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.753948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8738b400-5d64-452c-8007-c833c478e203 · outbound

This paper cites Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models.

Analyzing the Role of Context in Forecasting with Large Language Models Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.772485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c261e94-3554-4521-8a77-81584eaaee87 · outbound

This paper cites Forecasting Future World Events with Neural Networks.

Analyzing the Role of Context in Forecasting with Large Language Models Forecasting Future World Events with Neural Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:03:41.803992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9de509ae-4880-4c23-bed2-a2faa3435c54 · inbound

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction cites this paper.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Analyzing the Role of Context in Forecasting with Large Language Models

Reference 1997

Resolution: unresolved; no resolver link, observed 2026-08-08T06:04:54.590277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8057d37-63d0-413b-87a4-283307b6dd62 · inbound

It's High Time: A Survey of Temporal Question Answering cites this paper.

It's High Time: A Survey of Temporal Question Answering Analyzing the Role of Context in Forecasting with Large Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:02:18.065979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.