Paper Citation Record · LEDGER

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

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 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 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:17:45.576310Z

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.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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.

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.

Observation dafdf8ae-6ab0-435f-9e9c-b23fe155dd82 · inbound

Beyond Cash Flows: A Multi-Agent AI Framework for Valuing Clinical-Stage, Cross-Border Biotechnology cites this paper.

Beyond Cash Flows: A Multi-Agent AI Framework for Valuing Clinical-Stage, Cross-Border Biotechnology AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:16:27.439970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd69c5d7-1db6-4061-8645-55361611674a · inbound

From Numbers to Judgment: Specialist LLM Agents and Reinforcement Learning for European Listed Real Estate cites this paper.

From Numbers to Judgment: Specialist LLM Agents and Reinforcement Learning for European Listed Real Estate AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:17:45.576310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.