Paper Citation Record · LEDGER

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

As of 19 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 7 inbound Pith citation observations for arXiv:2501.13946.

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

pith.paper-citation-record.v1
2501.13946 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:47:54.288761Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:12.786394Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:39:50.527667Z

Reference resolution

21 of 21 outbound references displayed

verified exact2
verified fuzzy11
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4649e891-3e52-4f07-83b6-d075371b0a77 · outbound

This paper cites Open voice interoper- ability dialog conversation envelop specifications.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Open voice interoper- ability dialog conversation envelop specifications

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.518648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bb4fb304-6534-42b8-9a23-a7e697df3262 · outbound

This paper cites Open voice interoperability specifications.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Open voice interoperability specifications

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.509158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c2b268d6-7d61-4cc9-bbca-05c7f4333c60 · outbound

This paper cites an unresolved cited work.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:47:54.499285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation db5a5e0c-ba35-418a-a9f2-95327ac74bb6 · outbound

This paper cites Automatic satire detection: are you having a laugh? In Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, ACLShort ’09, page 161–164, USA, 2009.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Automatic satire detection: are you having a laugh? In Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, ACLShort ’09, page 161–164, USA, 2009

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.490107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 211d7f95-da06-46e9-aefe-635ef75ed3e9 · outbound

This paper cites Signposts of fictionality: A narratological perspective.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Signposts of fictionality: A narratological perspective

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.480979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 81914cf4-260c-4bf2-b53d-fc4329ec6858 · outbound

This paper cites Agent AI: Surveying the Horizons of Multimodal Interaction.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Agent AI: Surveying the Horizons of Multimodal Interaction

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:54.241764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb1bf77a-b103-4098-a3a2-c509f9b38ed1 · outbound

This paper cites Conversational hyperconvergence: an onlife evolution model for conversational ai agency.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Conversational hyperconvergence: an onlife evolution model for conversational ai agency

Reference 7

Resolution: verified exact; doi, observed 2026-08-10T18:47:54.320813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ed0bae5-b625-4ad9-936a-e9df6aea254d · outbound

This paper cites Multi agent agentic hallucinatoin evaluator.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Multi agent agentic hallucinatoin evaluator

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.472198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1c302e3-22d8-48e0-b444-aaea28733e37 · outbound

This paper cites Multi agent agentic hallucinatoin evaluator.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Multi agent agentic hallucinatoin evaluator

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.463410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e96158cd-906e-4cb3-a10f-5a18df6e2229 · outbound

This paper cites Conversational AI Multi-Agent Interoperability, Universal Open APIs for Agentic Natural Language Multimodal Communications.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Conversational AI Multi-Agent Interoperability, Universal Open APIs for Agentic Natural Language Multimodal Communications

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T18:47:54.383551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 80451caa-a019-461b-8c5f-c533189b24a6 · outbound

This paper cites AI Multi-Agent Interoperability Extension for Managing Multiparty Conversations.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks AI Multi-Agent Interoperability Extension for Managing Multiparty Conversations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:54.257592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace43148-480d-4faf-80f2-8ca35cdfa9a7 · outbound

This paper cites Toward automated fact-checking: Detecting check-worthy factual claims by claimbuster.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Toward automated fact-checking: Detecting check-worthy factual claims by claimbuster

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.450690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d1dc180b-7b3d-4e8f-acc9-a85bc5118d53 · outbound

This paper cites Automated design of agentic systems.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Automated design of agentic systems

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.442471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7d6755dc-a2b1-48ef-a298-4c6e57eaf5bc · outbound

This paper cites Introducing the interoperability initiative of the open voice network.https: //voiceinteroperability.ai/, 2023.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Introducing the interoperability initiative of the open voice network.https: //voiceinteroperability.ai/, 2023

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.434246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64e45854-75e3-4386-9d3e-c7cef483ff1a · outbound

This paper cites Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:47:54.362927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e153871-262c-45a5-87e0-7d562cf067a1 · outbound

This paper cites Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:54.272416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdce95ee-0f87-463b-af41-d72b512993d7 · outbound

This paper cites Stable classification of text genres.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Stable classification of text genres

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.425565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a0d9cd3-3505-4da9-9525-99a9349483a7 · outbound

This paper cites Measuring Attribution in Natural Language Generation Models.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Measuring Attribution in Natural Language Generation Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:54.278296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc75b226-5aa7-4e54-ac09-397bd30b3269 · outbound

This paper cites Agency definition, stanford encyclopedia of philosophy archive.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Agency definition, stanford encyclopedia of philosophy archive

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:54.416048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 148a092c-05c2-4ebd-81c4-a5123d65de02 · outbound

This paper cites A survey on large language model based autonomous agents.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks A survey on large language model based autonomous agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:54.285252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de57a23-5452-48ba-a452-e9f3798c8fde · outbound

This paper cites Hallucination is Inevitable: An Innate Limitation of Large Language Models.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Hallucination is Inevitable: An Innate Limitation of Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:54.288761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 08f681a0-4d9d-4fae-a522-5fa861e2bedc · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Reference 251

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.786394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee9b653-2688-45d5-b764-84bfab124cee · inbound

The Inverse-Wisdom Law: Architectural Tribalism and the Consensus Paradox in Agentic Swarms cites this paper.

The Inverse-Wisdom Law: Architectural Tribalism and the Consensus Paradox in Agentic Swarms Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:51:28.543126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b14284c5-dd85-45e2-bdd0-f346fccac801 · inbound

MADP: A Multi-Agent Pipeline for Sustainable Document Processing with Human-in-the-Loop cites this paper.

MADP: A Multi-Agent Pipeline for Sustainable Document Processing with Human-in-the-Loop Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:28:21.500655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a5018a3b-88ee-4934-8ad3-cdd0ff462699 · inbound

Hallucination Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching cites this paper.

Hallucination Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.613180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 669b0d4a-6022-4a86-863e-10c464e59cf6 · inbound

A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models cites this paper.

A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:39:50.529270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4135ae20-9f26-402b-8744-f6dc98ab53a4 · inbound

A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models cites this paper.

A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:43:51.478979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6013f8c3-42b9-464d-94c0-1aa0eed43a2d · inbound

The Cost of Knowing: A Resource-Aware Protocol for Benchmarking Hallucination Beyond Static Leaderboards cites this paper.

The Cost of Knowing: A Resource-Aware Protocol for Benchmarking Hallucination Beyond Static Leaderboards Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T23:11:43.938969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.