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Paper Citation Record · LEDGER

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

As of 14 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 4 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 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:15:34.467905Z

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.739249Z digest=sha256:08e9f89764404605314e177b14e154ea791c5c66903b152db25d29220093b53a

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.

source=pdf_text observed=2026-08-10T22:41:54.743550Z digest=sha256:7f3b3b61f7d7e33125ea6ea21434e788992a2a2afc8c10b164fba82b6f20e1f4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.747966Z digest=sha256:9392a0f402754d925f8c8416d9d55416a9cc53e90aedd2b5c5f0f52feb32bb79

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.751681Z digest=sha256:432e565631481417d56b5c6c04c33e7d8cadf2fb078704b948b7395a7b8b1581

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.

source=pdf_text observed=2026-08-10T22:41:54.755456Z digest=sha256:641051846aba28dc5d28a8c967f7bad745279b0d2636e1af6e690a0b79a92d33

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.

source=pdf_text observed=2026-08-10T22:41:54.760599Z digest=sha256:4438a40328ba4e30cb78c4f150394818c573cedabc93360616b1b8ee1ad162f8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.765566Z digest=sha256:e6fa9803285e7976c7b0e84a96027014aafed0cd258d820145b495cfbf62bb83

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.769501Z digest=sha256:e27ffa09ad5d61b300ee83c15eee1d379a0c885851f2063b7affb707e1c74da6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.774261Z digest=sha256:11dfaaa5db66ba7e2b74c23ead16c8f11542b54d1f78f8a997941c26c21155c2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.781757Z digest=sha256:7f0ef2a9a68e1cbc17d8f921696f100a45219057d80f8df6d07ecec5d524245a

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.

source=pdf_text observed=2026-08-10T22:41:54.785450Z digest=sha256:0f1d76dfcd9bdc501bbf4ed52f8bfe39b9bc3647514264c1b0a2a1808b88f936

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.789607Z digest=sha256:35b3e9d6c71bf095a67997a6b604583e03d056aeed840fa107257569c119fc79

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.

source=pdf_text observed=2026-08-10T22:41:54.793339Z digest=sha256:03d8ae4b54baefb43f62ea4a5072a9f66cde3cb0f2852d6af2a54073467b1db6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.798496Z digest=sha256:4b5dfa640e5cf06408a7147b14addcc6c022f2bda8c4f3a65cdf6a7f94f8bca1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T22:41:54.778287Z digest=sha256:def0e0d9c4d1dbc15a85c33e88c403a47cecb581397da04064284dad4076d387

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.

source=pdf_text observed=2026-08-07T14:15:34.467905Z digest=sha256:2242ee8641c2a9ae85ec15857740577da1db3de4b20d1ccdebd75e9806974c1c

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.

source=arxiv_source observed=2026-08-06T12:24:18.093959Z digest=sha256:ca12362c52d0995d4f7460d30223314ba512f74ec556c7ea44d948eb714a5039

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.

source=pdf_text observed=2026-08-05T13:50:51.494747Z digest=sha256:9cec0f811e0db601ffddeee94b55350e2fcfb0ac6c9542aa05f92302f452403f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-30T14:38:43.708578Z digest=sha256:ef3629e896e9d7fa8b21bbaa2f830d8b8f99c2b8ea99cf2be7aab88ed1550d8f