Paper Citation Record · LEDGER

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation

As of 23 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 2 inbound Pith citation observations for arXiv:2505.14978.

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

pith.paper-citation-record.v1
2505.14978 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:29:59.564413Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:48:51.685446Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:27:16.109929Z

Reference resolution

25 of 25 outbound references displayed

verified exact1
verified fuzzy1
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 934a777b-0fd2-47a7-a3b6-083100edb87b · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:01.401964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b0456d8b-ffc3-4840-8fcb-ea99bf3eb82e · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:01.269473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7614f1b2-f572-407b-ae2d-60811b62f4dc · outbound

This paper cites Evaluating Large Language Models Trained on Code.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Evaluating Large Language Models Trained on Code

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:57.512584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51772b65-f167-4df6-b3de-07ab575d64b0 · outbound

This paper cites LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:57.548920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7ca9993-ec05-4697-8bcc-26217f50ffa9 · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:01.109332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9b87dc2b-2564-4f3c-95fe-dd95ab58865a · outbound

This paper cites AST-T5: Structure-Aware Pretraining for Code Generation and Understanding.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation AST-T5: Structure-Aware Pretraining for Code Generation and Understanding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:57.654056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769e8621-a770-4f0c-9399-c523b97f6d24 · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:01.004868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e09c775c-6ab6-4998-95f0-6af5c40067ab · outbound

This paper cites Generative AI for Synthetic Data Generation: Methods, Challenges and the Future.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Generative AI for Synthetic Data Generation: Methods, Challenges and the Future

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:57.794810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e0f33d5-ee8b-4b9f-b06b-9a732d86183a · outbound

This paper cites LLM-Assisted Code Cleaning For Training Accurate Code Generators.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation LLM-Assisted Code Cleaning For Training Accurate Code Generators

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:57.842757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7728e00d-0059-4157-b69f-279952e30c76 · outbound

This paper cites LLM Agents Improve Semantic Code Search.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation LLM Agents Improve Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:57.884519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d7012b0-9d17-4246-8c36-5aa8f01b2cd1 · outbound

This paper cites Koziolek, S.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Koziolek, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:30:00.851350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f77f12a8-ceda-48ef-88f3-e2f2bb40e87f · outbound

This paper cites SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:58.144252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c1fe00c-a137-4561-8f06-d9ae66e23312 · outbound

This paper cites Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:29:59.831383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c30b3468-dfe9-459f-828e-11caee1e7a4f · outbound

This paper cites ChipNeMo: Domain-Adapted LLMs for Chip Design.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:58.345442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79793977-576d-478b-9134-474a236cc3b4 · outbound

This paper cites ChatQA: Surpassing GPT-4 on Conversational QA and RAG.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation ChatQA: Surpassing GPT-4 on Conversational QA and RAG

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:58.461292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725c5199-8b6e-437d-b9e0-eb3305b62565 · outbound

This paper cites On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:58.568816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 401bfd53-ab74-402c-bb76-96350c04fa94 · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:00.730835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 579d45dd-310e-4142-9920-7c58feb63c4c · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:00.600964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0221f1ba-3352-4664-b826-5022bf5d95a0 · outbound

This paper cites Nemotron-4 340B Technical Report.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Nemotron-4 340B Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:58.915530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e52062-bdd1-42af-a3f4-ef690ef21d6f · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:00.344579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 65ee915f-5f49-4f04-8202-3ccd9f3aa0c6 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:59.128733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14195202-2c59-40e8-ac29-759efd153fec · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:59.255664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e76ce41-c18d-4c86-ae80-b2c7c2003815 · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:59.387952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2fcd21e-d757-4bcc-8bee-016e0ea947e0 · outbound

This paper cites an unresolved cited work.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:30:00.185591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6544f014-959f-4ead-a622-058360e33f99 · outbound

This paper cites CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges.

JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:59.564413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4e8a061c-78d8-4de4-ae38-90af0f53352a · inbound

ORFS-agent: Tool-Using Agents for Chip Design Optimization cites this paper.

ORFS-agent: Tool-Using Agents for Chip Design Optimization JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:27:16.112658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c23f543a-2db8-4bfb-aa50-e8c79aab1687 · inbound

AgenticECO: An Agentic Framework for ECO on 3D Integrated Circuits cites this paper.

AgenticECO: An Agentic Framework for ECO on 3D Integrated Circuits JARVIS: A Multi-Agent Code Assistant for High-Quality EDA Script Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T13:48:51.685446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.