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Paper Citation Record · LEDGER

Traceable Multi-Agent System for Knowledge-Based Forecasting

As of 9 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2608.03339.

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

pith.paper-citation-record.v1
2608.03339 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:45:47.837414Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 304582f2-4b7d-4fe7-9e91-6fd1bc1647aa · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:49.752512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:46.574629Z digest=sha256:9a8f7a6de327a417ccdb17f8715bd1527d4bf4b5633e853aa322a3990ad979d3

Observation 789aef4a-35ce-4e86-bd5e-8197fc3851c2 · outbound

This paper cites Chawla, Olaf Wiest, and Xiangliang Zhang.

Traceable Multi-Agent System for Knowledge-Based Forecasting Chawla, Olaf Wiest, and Xiangliang Zhang

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:45:49.514330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:46.622065Z digest=sha256:493bbcfa3c2850a451f15c24438bc1b7cec9ea3bbe01bf414ff47d3053b8595b

Observation e5cea3f9-2ac4-4315-bb21-353a50eb0725 · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:49.345562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:46.699636Z digest=sha256:962c2051166cfb5a799c31942f301c1db0937bd68bb155962b1a02469aba29bf

Observation 083db96f-1951-4756-8188-f5020ce7d0dd · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:49.193560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:46.756865Z digest=sha256:d3b4ca0b9873fdd27262c78d4502fc57b33b6f9fe9d901deac560fdb6c23579c

Observation ece95ff1-1cb6-4376-a13d-d20f0e81e275 · outbound

This paper cites Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen.

Traceable Multi-Agent System for Knowledge-Based Forecasting Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:45:49.045060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:46.867440Z digest=sha256:a03b47d7e4cea041ee017cfe73fb8e769bfa1f67a95659fb83e05c5899d5fb3a

Observation e25f9cd4-eed4-4bad-a790-1fe220ca9b85 · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:48.884157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:46.984907Z digest=sha256:5aad38f50ff751d35088726cc61a96b690b618fc8a4d015af69e468f3f6f77a5

Observation dd7637b6-4724-488d-90ed-b3a7112b90ba · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:48.744866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:47.043940Z digest=sha256:17261e0de806dc06fe3296c4778b3bc4f534ffb0744a796df3e7e12ab27d171c

Observation e58e7bf9-84f2-432f-aefc-046487ebd475 · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T20:45:47.137246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:45:47.137246Z digest=sha256:73ab62f39ef865c59265967185591f4826298292bbf43e9ae792ceca0182a77e

Observation 8d1bdff2-5c2b-452e-91b8-9c8177a18630 · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:48.602707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:47.196197Z digest=sha256:740a80500e04ffecefe949773481f09969629d00b3eaaa92f5790ef478772f19

Observation f495b57f-dc42-4d2e-ab74-611b3acc85ed · outbound

This paper cites PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows.

Traceable Multi-Agent System for Knowledge-Based Forecasting PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T20:45:47.253697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:45:47.253697Z digest=sha256:016b4130cb8ffe40a1f2d5de7adcc742d1c53d7cc37f6a13172cca9edd20d44b

Observation 0e8f6ad9-8bd9-4138-9948-4d1820df9b69 · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:48.424940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:47.339788Z digest=sha256:28b4583505411b9adc6a0e4cd51b0c13395214aed4f3f171ef9f86514c6d49db

Observation e9aa1948-3120-4430-81e2-3d9c19ea93b1 · outbound

This paper cites Universal Time-Series Representation Learning: A Survey.

Traceable Multi-Agent System for Knowledge-Based Forecasting Universal Time-Series Representation Learning: A Survey

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T20:45:47.455930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:45:47.455930Z digest=sha256:069888f093396abf6fc33aad3cf1516af55cf2c6082f0af3d201466a35fa45be

Observation ccf4b8ff-81ba-4abe-b4ce-68f341d1c803 · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:48.275380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:47.565260Z digest=sha256:9479d436ae614860c99db386f35e1f687a4693a458965e5ae6b92e005e0ebe2d

Observation 93d3ae10-960e-462a-9f7b-bc577fa58a6b · outbound

This paper cites an unresolved cited work.

Traceable Multi-Agent System for Knowledge-Based Forecasting Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:45:48.091509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T20:45:47.652253Z digest=sha256:ed3e03be1b36b45b994f46318486fc0e462a8a77f03464a279d1edd123f59f1c

Observation 73a2af8f-bdbb-4c1b-8d32-6cd4fbdafc0a · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Traceable Multi-Agent System for Knowledge-Based Forecasting AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T20:45:47.737328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:45:47.737328Z digest=sha256:c80506d4bdd0705f20cb5dfc92bbe34bba94a4def6bd71ff545d079d85c910ab

Observation dfb054f8-3c3b-4fcd-8aa2-1a07b4e2ef9e · outbound

This paper cites Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective.

Traceable Multi-Agent System for Knowledge-Based Forecasting Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T20:45:47.837414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:45:47.837414Z digest=sha256:fc743afdb7ea7677b6b7c910fbc0fba5de530d6f098eea60e766a697a05a53a4

Pith citing papers

No inbound Pith citation observations are available.