Paper Citation Record · LEDGER

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News

As of 15 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2508.06497.

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

pith.paper-citation-record.v1
2508.06497 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:35:42.147997Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy12
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60eb1e36-691a-435f-b49c-688e3c13e2ea · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.666310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8ead50c7-1edc-4aad-805a-be2d3c79c19d · outbound

This paper cites De Janvry, E.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News De Janvry, E

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.651537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5b92be04-d6e9-4a43-bc2e-038381677d47 · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.636419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 654155c7-6732-4e7a-8b20-72379a502b99 · outbound

This paper cites Mamun, D.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Mamun, D

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.620785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 549208f0-4423-4862-98dd-7fa2cd80e84b · outbound

This paper cites Ghoshray, M.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Ghoshray, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.606184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eb255c3d-c311-4561-9134-21f115524565 · outbound

This paper cites Zhang, Y.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Zhang, Y

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.591795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 829bc821-8e93-4f3b-b6d8-1992f9134cea · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.576723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c2417538-259a-4290-9605-fa884d6748cf · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.562193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b92adba6-06ec-4fe2-8e45-fd45d89a80ed · outbound

This paper cites Lasheras, F.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Lasheras, F

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.546360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9d9d6ed6-70c9-46ad-abcc-a22b4cd89a96 · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.531682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 916911a7-1719-427f-8347-e86a0fbfa74f · outbound

This paper cites Baumeister, L.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Baumeister, L

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.516347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9ca8e592-a4cf-4123-87c8-e82f1d53286b · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.501764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b5550a7c-6f6c-4ea3-aa73-fb160771e969 · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.487597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 782e0389-8d78-4dbf-9482-bc317eeaa093 · outbound

This paper cites Chiroma, S.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Chiroma, S

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.472806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3df223d6-53a1-40ff-90ab-f6702a2b360a · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.458229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3622b990-74cd-40f4-b0cd-204017902acc · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.442274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c1bd603f-1b07-412f-a0f2-8b80f65d599a · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.427228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1f68add7-2e15-45ac-a27a-159e6ea97e10 · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.411303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c403017e-db88-493b-9eae-e66c789b5153 · outbound

This paper cites Bollen, H.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Bollen, H

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:35:42.084412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b393f6a0-8a24-48e5-9dc6-50752c00557e · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.396062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2f39aab6-9e83-4b3e-ac72-fc3746ecdd1b · outbound

This paper cites Nassirtoussi, S.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Nassirtoussi, S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.377000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d4c62860-8cd0-4216-acab-68ec9401fe76 · outbound

This paper cites an unresolved cited work.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:35:42.360199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a4e9604c-f22b-49d0-ab5f-083cb3ec154f · outbound

This paper cites Lopez-Lira, Y.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Lopez-Lira, Y

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.344835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f6904334-740d-4f38-b602-8df58ac93bad · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News BloombergGPT: A Large Language Model for Finance

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:35:42.108571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8323a9cf-a4f9-48b9-bdb4-7f40470f2ce2 · outbound

This paper cites BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:35:42.264320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d0f1e5a4-183f-488e-9e2e-7dac34bc2697 · outbound

This paper cites A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:35:42.118982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 483fdc68-ab5a-4950-bf88-1fa0b87de80d · outbound

This paper cites TradingGPT: Multi-Agent System with Layered Memory and Distinct Characters for Enhanced Financial Trading Performance.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News TradingGPT: Multi-Agent System with Layered Memory and Distinct Characters for Enhanced Financial Trading Performance

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:35:42.123602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7fd10a-9bed-41eb-9a6e-021415d3855b · outbound

This paper cites LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T14:35:42.128652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e35361-c4b6-48a7-8bb4-d92e6ffe378a · outbound

This paper cites Ramyar, F.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Ramyar, F

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.329521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 38cac58a-c668-45bd-8fdb-5283131d689e · outbound

This paper cites Multi-modal Time Series Analysis: A Tutorial and Survey.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Multi-modal Time Series Analysis: A Tutorial and Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T14:35:42.138353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5763ce-798f-4496-869b-e11ed92afe00 · outbound

This paper cites URL https://www.worldbank.org/en/research/ commodity-markets.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News URL https://www.worldbank.org/en/research/ commodity-markets

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.313511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6d934c7b-5834-4019-8c26-a21dfdd96496 · outbound

This paper cites URLhttps://github.com/openai/openai-agents-python 30.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News URLhttps://github.com/openai/openai-agents-python 30

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:35:42.296605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.