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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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.

source=pdf_text observed=2026-08-06T21:35:05.066750Z digest=sha256:1ac2b3b2b4398101745de1d11120e5198d41f818aabf544fc2273f634376e431

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:35:05.182109Z digest=sha256:626aa2df2a376ec0584a4b6ed258d9fed840c78123b46b5881b0e206d89a5863

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:05.234755Z digest=sha256:ca64cd9bbb9247432d190091a7f4f2e14863600cc6a00a4cd291562335380bed

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.

source=pdf_text observed=2026-08-06T21:35:05.341826Z digest=sha256:b67eda73afa6a2dca3cd4f9946316ea5daf5178ee9a7bae510d651bfeeac5cf8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:05.429176Z digest=sha256:677ec7e9b0fb6f201150b60788755f73926af60ab68f4bdcdbc32c16b1715bea

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:05.505218Z digest=sha256:f8f1d87238c0977cbbea4286665595d94160fa8facb89b3b3ae402a39173a4e6

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:05.546012Z digest=sha256:b5a37f5fea1530b6a32739ab4433b2588919356cd1c84f96ef423c8ecf303270

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:05.680647Z digest=sha256:deac90cf312ced8af3de89cac8c40113a208827aadab75a5b2c54eb5fd0c3a3a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:05.844655Z digest=sha256:9360a73beee14bfae7ef9dcb0855442b323914341b495348795b00fc15c18507

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:05.987014Z digest=sha256:965f67b6f80443e1540a1e27ec6500f1970f3c156f353f3f4a9703b79c36aa45

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.

source=pdf_text observed=2026-08-06T21:35:06.116493Z digest=sha256:3912944db5c6cc8a201d90c93e798423564bd26c67c0c28f2b9ec6f88d9a1e02

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.260174Z digest=sha256:f3cca6bf7f42dbc569acff60545de020134b72711ad7bf929c686be468092efa

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.368088Z digest=sha256:0bc3af76fb5d63c2e5cbbeece37b2693c6c021f4a26cf970deb1d9ea4fe3b83d

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.589687Z digest=sha256:de1c18d28e9bb1cc3814798489d817b2cfc9e30154f9745a8ba2faf703ea1b31

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.672713Z digest=sha256:f7220e0b0650ca5198af1ed3b3df8555299019510fea592ca69247baa4512615

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.675363Z digest=sha256:282f789a313f863c813dce85d7ad9a648321b3a4c1db6590b80ac4e59cd6c2e4

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
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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.678204Z digest=sha256:a065b00146e3f4aeaa7781ac55e0a6c599f345e9588577ef39f7f599aab44d9a

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.680926Z digest=sha256:5c2081f4bb96056733a43a34f7f27f85b495b9dbe1902511ccd145dd86bf2865

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.683913Z digest=sha256:e9f7dbea3900a686cba3f80e05ae781d688b8a28f4ecdcdb7b025a6994796190

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.

source=pdf_text observed=2026-08-06T21:35:06.686691Z digest=sha256:bef00db146bddd142d38efc432e329a3a9f2cadf16ead7c2227d087116b9f86c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.690284Z digest=sha256:bc47cf723516efd02d46a85bd089614bb1216f437af31d9004e51f8be538c8b2

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.695274Z digest=sha256:7ccb1d12a8efcaef69eb43552897e24dce3b73189332f6fef38ebd38e62c9d92

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.701460Z digest=sha256:88c82008f5820d6e872a3eca06288d36fbc5782f86b33b0c060bcf0a8eba1b8b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.697876Z digest=sha256:23f17c6834b2a8834742e60805683a747991e17d8df7679e48f9ded71a65613b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.709169Z digest=sha256:9541d0217113c8af919c1da649079c315b12a7ede5f367a79130b410179459a4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.703828Z digest=sha256:2327437143c169f1627d800757491d952a999e622e797aea82839ce0e092cf7c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.706258Z digest=sha256:768ecddb1b8bbdd0e5845b8162638de2089370d18e02c58231f11e651f148d9d

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
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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.716544Z digest=sha256:9fc0608f1775526490d867d2018e8bbf712cf3f743c481baf86381c6942633e0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.711389Z digest=sha256:885e584083e081cf560ec7420d7079eab9ec5e2370ee952083297df290c2400a

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.

source=pdf_text observed=2026-08-06T21:35:06.713713Z digest=sha256:154955121a08d8dfe72d602bfc77dc1e6e030324342b4a99a3d6b61815bab96a

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
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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.719156Z digest=sha256:1f79ad8ffdda1c2a79c8f645df1f9b94f1fa28903583bf18555ccffe6cc615f1

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
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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.721362Z digest=sha256:e446e4f238dc42b3beb3491c62a5a2f546d88071a16a41879725677d9f5ce3e9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T21:35:06.692784Z digest=sha256:75aedbff02ecf54f74d5b769287d4e10287aecd5b034c54ec32edf12b1356fc4

Pith citing papers

No inbound Pith citation observations are available.