Paper Citation Record · LEDGER

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents

As of 16 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 5 inbound Pith citation observations for arXiv:2501.00881.

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

pith.paper-citation-record.v1
2501.00881 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:41:54.798496Z

measured 20 of 20 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:28:25.114478Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T14:44:45.263422Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy9
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07a26556-cfef-43f2-9d17-30ef86ced453 · outbound

This paper cites Building effective agents.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Building effective agents

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:55.041653Z

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 f068840a-4a57-4a26-a6c9-5e8db7059d47 · outbound

This paper cites AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:41:54.743550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1652a4a-4187-46bd-9d16-3f4adcb4d73f · outbound

This paper cites Vertex ai agent builder.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Vertex ai agent builder

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:55.024038Z

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 cfb49496-f148-4981-a3b7-1e8a180bc65d · outbound

This paper cites Agents - langchain v0.1 documentation.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Agents - langchain v0.1 documentation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:55.010306Z

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 66d52f8f-347a-49dd-a64d-0e2ae2298775 · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:41:54.755456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2405e77d-99b6-4007-8b9f-bf54827633bd · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:41:54.760599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1915a520-7b7e-483b-8b90-a2bff3368f3c · outbound

This paper cites Prompt engineering with chatgpt: A guide for academic writers.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Prompt engineering with chatgpt: A guide for academic writers

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:54.998413Z

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 b08ccc37-092a-48a7-a588-67a2d8359f12 · outbound

This paper cites Microsoft’s agentic frameworks: Autogen and semantic ker- nel.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Microsoft’s agentic frameworks: Autogen and semantic ker- nel

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:54.984663Z

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 169cd721-4d07-4b84-97f1-7ae2078357e2 · outbound

This paper cites New models and developer products announced at devday,.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents New models and developer products announced at devday,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:54.969576Z

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 12e45033-a1a1-48cc-a558-3bab912e4263 · outbound

This paper cites Learn how to build and deploy tool-using llm agents using aws sagemaker jumpstart foundation models, 2023.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Learn how to build and deploy tool-using llm agents using aws sagemaker jumpstart foundation models, 2023

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:54.938040Z

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 eddf9a09-1328-47cf-a34e-7d79cbed40ea · outbound

This paper cites SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:41:54.785450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7b07e05-b945-4852-876e-f6b298c5d72f · outbound

This paper cites Medaide: Towards an omni medical aide via specialized llm-based multi-agent col- laboration, 2024.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Medaide: Towards an omni medical aide via specialized llm-based multi-agent col- laboration, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:54.924933Z

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 95606195-affc-45b4-bc22-45e4dc7f920f · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents ReAct: Synergizing Reasoning and Acting in Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:41:54.793339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88345a66-7136-4299-8349-5d241b5a6d64 · outbound

This paper cites Kg4diagnosis: A hier- archical multi-agent llm framework with knowledge graph enhancement for medical diagnosis, 2024.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Kg4diagnosis: A hier- archical multi-agent llm framework with knowledge graph enhancement for medical diagnosis, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:41:54.906685Z

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 9df0b741-7cb6-4ae7-aeb7-644398efcacb · outbound

This paper cites an unresolved cited work.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:41:54.952616Z

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

Observation 268aaf68-07f3-49c7-8e4e-3f7b7361a07f · inbound

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI cites this paper.

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:34.467905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 059211e6-ab78-495d-bc57-8313ffebdf58 · inbound

An Agentic AI for a New Paradigm in Business Process Development cites this paper.

An Agentic AI for a New Paradigm in Business Process Development Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T12:24:18.093959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c33148a1-f39f-41c9-93bf-5df0733c6e73 · inbound

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems cites this paper.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.114478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f582908c-b76c-4c8f-a4c1-c7405df78390 · inbound

Generative AI for Industrial Contour Detection: A Language-Guided Vision System cites this paper.

Generative AI for Industrial Contour Detection: A Language-Guided Vision System Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T13:50:51.494747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb3c0a5c-6621-4924-bf36-fc53ab83b744 · inbound

ProofAgent Harness: Open Infrastructure for Adversarial Evaluation of AI Agents cites this paper.

ProofAgent Harness: Open Infrastructure for Adversarial Evaluation of AI Agents Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T14:44:45.266937Z

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.