Paper Citation Record · LEDGER

Email as the Interface to Generative AI Models: Seamless Administrative Automation

As of 9 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2506.23850.

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

pith.paper-citation-record.v1
2506.23850 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:35:06.721362Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact3
verified fuzzy22
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 157c2730-da8a-4bea-9118-dac77ac5671a · outbound

This paper cites LLM-Based Framework for Administrative Task Automation in Healthcare.

Email as the Interface to Generative AI Models: Seamless Administrative Automation LLM-Based Framework for Administrative Task Automation in Healthcare

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:35:05.066750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 560f94ac-659a-41d7-936c-609ffb2213da · outbound

This paper cites AutoDroid: LLM-powered Task Automation in Android.

Email as the Interface to Generative AI Models: Seamless Administrative Automation AutoDroid: LLM-powered Task Automation in Android

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:35:05.182109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c17e35eb-00a3-496e-85c7-cf1262387542 · outbound

This paper cites Utilizing Large Language Models for Advanced Service Manage- ment: Potential Applications and Operational Chal- lenges.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Utilizing Large Language Models for Advanced Service Manage- ment: Potential Applications and Operational Chal- lenges

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.173173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fde46413-77a8-4f6b-85cd-fa18ce303fc1 · outbound

This paper cites Potentials and Challenges of Large Language Models (LLMs) in the Context of Administrative Decision-Making.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Potentials and Challenges of Large Language Models (LLMs) in the Context of Administrative Decision-Making

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:35:05.341826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b75a5f-68fe-46d4-abd6-018210698953 · outbound

This paper cites The digital workplace is key to digital innovation.

Email as the Interface to Generative AI Models: Seamless Administrative Automation The digital workplace is key to digital innovation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.165707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f3a0415b-0e3f-43a5-8598-4dc9e11d0624 · outbound

This paper cites Ar- tificial Intelligence Scribe and Large Language Model Technology in Healthcare Documentation: Advantages, Limitations, and Recommendations.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Ar- tificial Intelligence Scribe and Large Language Model Technology in Healthcare Documentation: Advantages, Limitations, and Recommendations

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.158710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 53a0d45d-5b60-4535-a64b-b90db6027703 · outbound

This paper cites An Empirical Study on Challenges for LLM Application Developers.

Email as the Interface to Generative AI Models: Seamless Administrative Automation An Empirical Study on Challenges for LLM Application Developers

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.151197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a1ac605-ba19-4dd8-b75b-712f8bf39b05 · outbound

This paper cites an unresolved cited work.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:35:07.144024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f51ac9b-585a-4cf2-bd89-bb4ac078b95d · outbound

This paper cites Communication network dynamics in a large organizational hierarchy.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Communication network dynamics in a large organizational hierarchy

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:35:06.868381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c3204792-421e-427e-a418-eef33c6abf5b · outbound

This paper cites E-Mail Assistant – Automation of E-Mail Handling and Management using Robotic Process Automation.

Email as the Interface to Generative AI Models: Seamless Administrative Automation E-Mail Assistant – Automation of E-Mail Handling and Management using Robotic Process Automation

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:35:06.855989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e576a823-01c5-4d56-a70b-ff349e9b4da9 · outbound

This paper cites Understanding Emails and Drafting Responses -- An Approach Using GPT-3.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Understanding Emails and Drafting Responses -- An Approach Using GPT-3

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:35:06.116493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76830202-bf40-438a-82e5-e3bb0eb5371d · outbound

This paper cites Smart Reply: Automated Re- sponse Suggestion for Email.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Smart Reply: Automated Re- sponse Suggestion for Email

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.137023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2c99feea-3892-40e1-b2a8-151040e2ab43 · outbound

This paper cites Field Label Prediction for Autofill in Web Browsers.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Field Label Prediction for Autofill in Web Browsers

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:35:06.780074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78db843b-a406-41f5-a8fe-7a4c80259b84 · outbound

This paper cites OmniFill: Domain-Agnostic Form Filling Suggestions Using Multi-Faceted Context.

Email as the Interface to Generative AI Models: Seamless Administrative Automation OmniFill: Domain-Agnostic Form Filling Suggestions Using Multi-Faceted Context

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T21:35:06.768281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c29887a-5a46-4c76-aacb-2e7e0fe7eafd · outbound

This paper cites Amazon Textract: Automat- ically Extract Printed Text, Handwriting, Layout Elements, and Data from Any Document.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Amazon Textract: Automat- ically Extract Printed Text, Handwriting, Layout Elements, and Data from Any Document

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.129313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd0b8a83-c65e-40e6-840d-ef0afe1b56b5 · outbound

This paper cites Amazon Rekognition: Auto- mate and Lower the Cost of Your Image Recognition and Video Analysis with ML.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Amazon Rekognition: Auto- mate and Lower the Cost of Your Image Recognition and Video Analysis with ML

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.122068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 528ac56a-c010-43b0-a83c-e1e97ab21c7f · outbound

This paper cites EasyOCR: Ready-to-use OCR with 80+ Languages Supported.

Email as the Interface to Generative AI Models: Seamless Administrative Automation EasyOCR: Ready-to-use OCR with 80+ Languages Supported

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.114575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b3430a19-7ee3-4dc6-93ca-9688e91619d6 · outbound

This paper cites Tesseract Open Source OCR Engine.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Tesseract Open Source OCR Engine

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.107061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 292f5a34-1250-44f9-9b16-8d9754156a26 · outbound

This paper cites Amazon WorkMail.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Amazon WorkMail

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.099748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ea00ade-d253-4315-82cb-b2df450b6dec · outbound

This paper cites Agent-S: LLM Agentic workflow to automate Standard Operating Procedures.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Agent-S: LLM Agentic workflow to automate Standard Operating Procedures

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:35:06.686691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a8666f0-2b1a-4fee-af24-48b95adce686 · outbound

This paper cites TA.0521.1 Simplificada (V9).

Email as the Interface to Generative AI Models: Seamless Administrative Automation TA.0521.1 Simplificada (V9)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.092489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8d1308c4-c57e-4db0-bbdb-0cd1bfbd8903 · outbound

This paper cites Formulario de solicitud de consulta de documentos del Archivo General.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Formulario de solicitud de consulta de documentos del Archivo General

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.077231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d55c9da0-96fa-4a1c-9e1e-26815f652b30 · outbound

This paper cites Llama 4 Maverick 17B-128E Instruct.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Llama 4 Maverick 17B-128E Instruct

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.061787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 519873cb-fc7c-4c80-a259-b21bf8345b79 · outbound

This paper cites mjusticia.

Email as the Interface to Generative AI Models: Seamless Administrative Automation mjusticia

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.069304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 893419ed-b0eb-4b80-b139-49dde6dffd32 · outbound

This paper cites Gemini 2.5: Our most intelligent AI model.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Gemini 2.5: Our most intelligent AI model

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.037351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 28d3f8bc-0d9e-4154-8ffb-a1db1884d9b5 · outbound

This paper cites Llama 4 Scout 17B-16E Instruct.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Llama 4 Scout 17B-16E Instruct

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.053663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de48ac27-36a7-447f-9be3-593e5cd0e16c · outbound

This paper cites co / meta - llama / Llama-4-Scout-17B-16E-Instruct.

Email as the Interface to Generative AI Models: Seamless Administrative Automation co / meta - llama / Llama-4-Scout-17B-16E-Instruct

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.045638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e9e416c-9fb7-4b4a-8855-71b7fc811e67 · outbound

This paper cites Llama 3.3 70B Instruct.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Llama 3.3 70B Instruct

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.021512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8327c02b-a920-440e-8215-a06fd0d526c1 · outbound

This paper cites Introducing GPT-4.1 in the API.

Email as the Interface to Generative AI Models: Seamless Administrative Automation Introducing GPT-4.1 in the API

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.029003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 326d11ed-95bf-4177-8dce-b4b399177987 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Email as the Interface to Generative AI Models: Seamless Administrative Automation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:35:06.713713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bb0145c-ac0e-43d3-a958-8506c20dd832 · outbound

This paper cites QwQ-32B: Embracing the Power of Reinforcement Learning.

Email as the Interface to Generative AI Models: Seamless Administrative Automation QwQ-32B: Embracing the Power of Reinforcement Learning

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.013318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0bd4ac7d-5952-43c3-97cf-72221a378a96 · outbound

This paper cites Wage Struc- ture Survey (Encuesta de Estructura Salarial).

Email as the Interface to Generative AI Models: Seamless Administrative Automation Wage Struc- ture Survey (Encuesta de Estructura Salarial)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.005087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8107e328-4176-4654-87b6-26711ca2cdb1 · outbound

This paper cites seg - social.

Email as the Interface to Generative AI Models: Seamless Administrative Automation seg - social

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:35:07.084686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.