Paper Citation Record · LEDGER

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents

As of 13 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2608.09988.

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

pith.paper-citation-record.v1
2608.09988 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:57:03.616165Z

measured 16 of 16 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 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 fuzzy3
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 40d2468a-7485-43db-8c4a-37a1c092fb23 · outbound

This paper cites an unresolved cited work.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:57:04.166102Z

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 ed56a675-a352-40e0-a734-9108d8633e77 · outbound

This paper cites an unresolved cited work.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.542578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c4e3a1-0bcd-4f0f-b93b-a41dbd132600 · outbound

This paper cites Andrew W.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents Andrew W

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.560011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43be2f2a-c3f2-4ede-b735-bb572cb3cf39 · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2023, pages 10776–10787, Singapore.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents InFindings of the Association for Computational Linguistics: EMNLP 2023, pages 10776–10787, Singapore

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:57:04.183628Z

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 c8aaede8-1249-448f-8a83-0f5f2b257a6c · outbound

This paper cites TradingAgents: Multi-Agents LLM Financial Trading Framework.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents TradingAgents: Multi-Agents LLM Financial Trading Framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.582071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ea2fb25-ac34-4440-935f-e9c2401a3a2f · outbound

This paper cites FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.587328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3270dd6-74ef-48bd-8e5c-df9f176ee3e1 · outbound

This paper cites FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.592401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c93cc20-1f5a-4797-b1d7-bcf6be4dde50 · outbound

This paper cites When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.598844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2334caa-2efb-4a71-8124-95f82b5f0ff6 · outbound

This paper cites AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.605024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32db856a-33e3-4a8a-931e-f8900232bae6 · outbound

This paper cites Marcos López de Prado.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents Marcos López de Prado

Reference 2002

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:57:04.200405Z

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 056838e7-97ec-4698-b315-eceb92fb2109 · outbound

This paper cites Changlun Li, Yao Shi, Chen Wang, Qiqi Duan, Runke Ruan, Weijie Huang, Haonan Long, Lijun Huang, Nan Tang, and Yuyu Luo.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents Changlun Li, Yao Shi, Chen Wang, Qiqi Duan, Runke Ruan, Weijie Huang, Haonan Long, Lijun Huang, Nan Tang, and Yuyu Luo

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.547926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fb747d3-196d-4529-bf6c-45f750830c85 · outbound

This paper cites InProceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 9263–9274.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents InProceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 9263–9274

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:57:04.216807Z

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 62a9b0fa-9077-4042-a942-2a3215beff6d · outbound

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

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents TradingGPT: Multi-Agent System with Layered Memory and Distinct Characters for Enhanced Financial Trading Performance

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.554442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 497e2b12-d64a-44f4-8044-5b0bd5c0598d · outbound

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

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents BloombergGPT: A Large Language Model for Finance

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.575214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c70c6c53-1938-48e0-bd28-993f0002b0b2 · outbound

This paper cites Bangde Du, Minghao Guo, Songming He, Ziyi Ye, Xi Zhu, Weihang Su, Shuqi Zhu, Yujia Zhou, Yongfeng Zhang, Qingyao Ai, and 1 others.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents Bangde Du, Minghao Guo, Songming He, Ziyi Ye, Xi Zhu, Weihang Su, Shuqi Zhu, Yujia Zhou, Yongfeng Zhang, Qingyao Ai, and 1 others

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.536781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9610394-77c2-421f-b6d6-bc6ca35334b4 · outbound

This paper cites PortBench: A Correlation-Aware, Full-Pipeline Benchmark for LLM-Driven Portfolio Management.

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents PortBench: A Correlation-Aware, Full-Pipeline Benchmark for LLM-Driven Portfolio Management

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-12T00:57:03.610307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.