Paper Citation Record · LEDGER

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2506.07173.

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

pith.paper-citation-record.v1
2506.07173 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:46:23.174445Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

15 of 15 outbound references displayed

verified exact6
verified fuzzy3
unresolved4
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b5f57c6-884c-4531-a15a-fc04f385e94f · outbound

This paper cites Accessed: 10.01.2025 [Online].

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Accessed: 10.01.2025 [Online]

Reference 1

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T05:46:23.513987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7afd3ce0-4774-4129-a381-48424a5c808d · outbound

This paper cites A Simple Python Testbed for Federated Learning Algorithms,.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT A Simple Python Testbed for Federated Learning Algorithms,

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:46:23.462927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73c4fc87-9d68-467f-8fb6-e9dc35c26121 · outbound

This paper cites A Federated Learning Algorithms Development Paradigm,.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT A Federated Learning Algorithms Development Paradigm,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:23.501355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 169f420c-706a-4119-8d91-2f932138c6b8 · outbound

This paper cites Developing Elementary Federated Learning Algorithms Leveraging the ChatGPT,.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Developing Elementary Federated Learning Algorithms Leveraging the ChatGPT,

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:46:23.387949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 739d80d2-d4b8-4680-b544-616f753757e7 · outbound

This paper cites PTB-FLA Development Paradigm Adaptation for ChatGPT,.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT PTB-FLA Development Paradigm Adaptation for ChatGPT,

Reference 5

Resolution: verified exact; doi, observed 2026-08-07T05:46:23.241060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 04b39c73-822a-48f4-9167-ad14a5d82ede · outbound

This paper cites Correct orchestration of Federated Learning generic algorithms: formalisation and verification in CSP,.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Correct orchestration of Federated Learning generic algorithms: formalisation and verification in CSP,

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T05:46:23.228886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 91821df7-f058-481b-94f0-645856e482a4 · outbound

This paper cites Correct orchestration of Federated Learning generic algorithms: Python translation t o CSP and verification by PAT,.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Correct orchestration of Federated Learning generic algorithms: Python translation t o CSP and verification by PAT,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:23.489045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 516788ab-c452-4d1c-9a0f-dd8cf55856a7 · outbound

This paper cites Accessed: 20.01.2025 [Online].

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Accessed: 20.01.2025 [Online]

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:23.475387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4fb0943b-35eb-4cdd-98ee-aed3abef4a9c · outbound

This paper cites GPT-4 Technical Report.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT GPT-4 Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:23.154422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e4f8e3b-3c20-4fff-aebf-a1a49bd5800d · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:23.158238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd399fce-1169-4ed2-b430-f464c7d01c67 · outbound

This paper cites HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:23.162426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18899586-c5a4-4ccc-b94c-45b97b69ca57 · outbound

This paper cites Large Language Models Empowered Autonomous Edge AI for Connected Intelligence,.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Large Language Models Empowered Autonomous Edge AI for Connected Intelligence,

Reference 12

Resolution: verified exact; doi, observed 2026-08-07T05:46:23.215989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c75b1f0-fba9-4728-a2f3-b3a2d1891511 · outbound

This paper cites PAT: Towards Flexible Verification under Fairness ,.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT PAT: Towards Flexible Verification under Fairness ,

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-07T05:46:23.170987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2825dfa6-30fb-435b-8a80-e3c621736937 · outbound

This paper cites IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:23.174445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee24cd6f-2a52-4560-8219-8ceadb3d8c6d · outbound

This paper cites an unresolved cited work.

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT Unresolved cited work

Reference 2024

Resolution: verified exact; doi, observed 2026-08-07T05:46:23.252969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.