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Paper Citation Record · LEDGER

AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2508.11152.

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

pith.paper-citation-record.v1
2508.11152 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:57:03.605024Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

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 87eca292-9ad2-4a5d-bf99-e0fc4dac919c · inbound

Generation of Ultrabrilliant Positron Beam via Superponderomotive Injection in Laser Wakefield Acceleration cites this paper.

Generation of Ultrabrilliant Positron Beam via Superponderomotive Injection in Laser Wakefield Acceleration AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T20:10:01.802772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:10:01.802772Z digest=sha256:9fb125b2f9dc70b38a2a3aff2c568cf67d20a9dd470e5a81bb0bb96146477d0a

Observation 4fafb32e-7e5e-4cb7-8ffc-d11b427d2e1e · inbound

Signal or Noise in Multi-Agent LLM-based Stock Recommendations? cites this paper.

Signal or Noise in Multi-Agent LLM-based Stock Recommendations? AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T06:21:26.645696Z

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=2026-05-10T06:16:53.697364Z digest=sha256:74e22634a569b6716ab3e4a9b101cc4439207887df0e8d99e014214cd14cdbde

Observation 63e4f2f0-bd7e-4517-adb6-b7d1e057ddcb · inbound

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective cites this paper.

A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 48

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T07:35:59.085173Z

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=2026-05-10T17:05:40.178716Z digest=sha256:276ac229965e2bea5d1df5ff505907838420db2240d36e72666e55c83aa19377

Observation 20d1ffad-8d2f-4fb1-8622-9984b374eec7 · inbound

AgentSteerTTS: A Multi-Agent Closed-Loop Framework for Composite-Instruction Text-to-Speech cites this paper.

AgentSteerTTS: A Multi-Agent Closed-Loop Framework for Composite-Instruction Text-to-Speech AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 96

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T21:19:03.245326Z

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=arxiv_source observed=2026-05-20T21:14:58.814362Z digest=sha256:d700881a99dc87eab8e19797a6b5c29344cf6c686eadb24b37d21ac217907bf1

Observation db22c1f4-43d9-4c06-98e0-33539978c13c · inbound

MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models cites this paper.

MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-25T05:25:23.313587Z

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=2026-05-25T05:24:05.098181Z digest=sha256:2e6372c38789725565dd7153d911c20591e70826b7e47c67ac8555dad99ff0c6

Observation 896b89a9-cee3-44d0-9e52-7b3e51b30d1f · inbound

Macro Economists in the Machine: A Multi-Agent LLM Framework for Commodity-Related ETF Portfolio Construction cites this paper.

Macro Economists in the Machine: A Multi-Agent LLM Framework for Commodity-Related ETF Portfolio Construction AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T22:37:25.959628Z

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=arxiv_source observed=2026-06-27T18:46:56.475224Z digest=sha256:b1263e82390a11e152883578027ffa1e2f2667c344bbc67e59a9d208f3d5f1eb

Observation 6b523ded-ba2b-48f8-8327-6ff4cc4fc07a · inbound

Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems cites this paper.

Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T21:37:25.645807Z

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=2026-06-27T19:35:11.289439Z digest=sha256:2009faf1abe213b456f23db90433f60ff0c4419657b7a4870fbe3f1ca5225e4c

Observation ba431afa-89d3-4ca0-8fdc-6c3017c38d12 · inbound

Eco3S: Complex Socio-Economic System Simulation via Agent-Based Models cites this paper.

Eco3S: Complex Socio-Economic System Simulation via Agent-Based Models AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T12:49:26.918009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T12:49:26.918009Z digest=sha256:96c5b99f16dc54e194a18fc530cf7a54e81affb9c91565c885f69f64a4a990f0

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

OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents cites this paper.

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.

source=pdf_text observed=2026-08-12T00:57:03.605024Z digest=sha256:b3d42757bead1008710c69752f1a06ac8c3d4842e1c387b71fb23a01fdf90b9e