Paper Citation Record · LEDGER

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation

As of 5 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 2 inbound Pith citation observations for arXiv:2511.14967.

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

pith.paper-citation-record.v1
2511.14967 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T20:06:54.566512Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:38:13.744531Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-11T00:30:53.196710Z

Reference resolution

41 of 41 outbound references displayed

verified exact13
verified fuzzy15
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9a5d866-d686-4fab-b88a-f9b58c4a6357 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation A Survey on Large Language Models for Code Generation

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-17T20:10:11.204986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f9e3b59-996a-42bf-b2cc-e67a11c75e74 · outbound

This paper cites Large Language Models for Code Generation: A Comprehensive Survey of Challenges, Techniques, Evaluation, and Applications.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Large Language Models for Code Generation: A Comprehensive Survey of Challenges, Techniques, Evaluation, and Applications

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:11.201261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f6df2570-5036-4005-b1c1-9dea195e6268 · outbound

This paper cites Free and customizable code documentation with llms: A fine-tuning approach.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Free and customizable code documentation with llms: A fine-tuning approach

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:11.181173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e09e23f2-1625-48dd-94f9-5781040968ad · outbound

This paper cites A comparative analysis of large language models for code documentation generation.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation A comparative analysis of large language models for code documentation generation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.895010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 228fcea1-a6d4-4c6d-a09f-3f5ad7fd7450 · outbound

This paper cites A Comparative Analysis of Large Language Models for Code Documentation Generation.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation A Comparative Analysis of Large Language Models for Code Documentation Generation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:11.193420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fab5f261-662b-4634-b4b3-5ef0f6a945de · outbound

This paper cites Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:11.212161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 68b4aa40-6924-43ca-9455-d1d550beabf8 · outbound

This paper cites Harnessing large language models for automated software diagram generation.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Harnessing large language models for automated software diagram generation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.929995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1c540706-bf35-4038-9fe8-87efbdd0f472 · outbound

This paper cites Unified modeling language (uml) specification, version 2.5.1.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unified modeling language (uml) specification, version 2.5.1

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.914332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation be7e879b-3637-4cb9-8897-203b854dd2d8 · outbound

This paper cites Plantuml: Generate diagrams from textual descriptions.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Plantuml: Generate diagrams from textual descriptions

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.937671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 31743410-c584-440b-8a5f-23e924b961dc · outbound

This paper cites Mermaid: Javascript-based diagramming and charting tool.https://mermaid.js.org/.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Mermaid: Javascript-based diagramming and charting tool.https://mermaid.js.org/

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.922591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ea5dc22f-ba75-4ddb-bc81-74d90a1ab692 · outbound

This paper cites Jussli, H.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Jussli, H

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T20:10:10.627623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7799ba16-1662-4a37-98c2-e6d8e7a050a3 · outbound

This paper cites How LLMs Aid in UML Modeling: An Exploratory Study with Novice Analysts.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation How LLMs Aid in UML Modeling: An Exploratory Study with Novice Analysts

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:11.208628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f55b02ad-93d9-4f0a-8dea-290d617ff3d0 · outbound

This paper cites Model Generation with LLMs: From Requirements to UML Sequence Diagrams.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Model Generation with LLMs: From Requirements to UML Sequence Diagrams

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:11.222783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c9b3fe7e-a603-4bea-8269-95bdd06bde55 · outbound

This paper cites MCeT: Behavioral Model Correctness Evaluation using Large Language Models.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation MCeT: Behavioral Model Correctness Evaluation using Large Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:11.197297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4ec05da6-faf9-4f90-82ec-7f5cc8cfd695 · outbound

This paper cites Dynamic creation of uml diagrams using generative AI.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Dynamic creation of uml diagrams using generative AI

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.900905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cc22a6ab-2464-47a1-95cb-efa7da6e1d1d · outbound

This paper cites Qwen2.5 technical report.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Qwen2.5 technical report

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.932425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b9617c7e-0e00-47f8-8e77-aba1ed8d9a42 · outbound

This paper cites Qwen2.5 Technical Report.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Qwen2.5 Technical Report

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-17T20:10:11.226227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 139c02d3-fb81-48e1-b45a-ce187dc80937 · outbound

This paper cites The Llama 3 Herd of Models.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation The Llama 3 Herd of Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-17T20:10:11.215419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 745cce94-a35f-4751-b009-13803617f2ee · outbound

This paper cites Granite 3.0 language models.URL: https://github.com/ibm-granite/granite- 3.0-language-models.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Granite 3.0 language models.URL: https://github.com/ibm-granite/granite- 3.0-language-models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.920169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 30816d3d-2009-485c-90c9-4c564b5f06f1 · outbound

This paper cites DeepSeek-V3 Technical Report.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation DeepSeek-V3 Technical Report

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-17T20:10:11.218907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8430c4bf-7659-4d2f-ba85-a1ec664c044d · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation gpt-oss-120b & gpt-oss-20b Model Card

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-05-17T20:10:11.230663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 75e373f5-be44-49e6-bbd4-24fdbf7e7c0c · outbound

This paper cites Behavioral Augmentation of UML Class Diagrams: An Empirical Study of Large Language Models for Method Generation.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Behavioral Augmentation of UML Class Diagrams: An Empirical Study of Large Language Models for Method Generation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:10:11.189512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b1b48ff-27e6-4de5-abdb-4005737a46d5 · outbound

This paper cites Benchmarking large language models in uml diagram generation from informal notations.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Benchmarking large language models in uml diagram generation from informal notations

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.905928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 07086af0-fa75-4a51-99be-8090c373aa5a · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.925590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3f5377c1-1348-4aac-9f01-f974e676ed02 · outbound

This paper cites Program Synthesis with Large Language Models.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Program Synthesis with Large Language Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-17T20:10:11.185413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 485a3dd2-551d-4fbd-ba73-c5a90e3be32a · outbound

This paper cites fms-dgt: Synthetic data generation for foundation models.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation fms-dgt: Synthetic data generation for foundation models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.914633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c6fade29-5165-4ed5-905a-8d527d019a14 · outbound

This paper cites Manning, Christopher Potts, Christopher Ré, and Percy Liang.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Manning, Christopher Potts, Christopher Ré, and Percy Liang

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.928381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fe0728ec-c4e4-4ea5-b5da-cc39fe6002fa · outbound

This paper cites Uploading Documents with Secure Storage.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Uploading Documents with Secure Storage

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.917668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e4ba6542-f501-4381-a083-76298aa7936d · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.886890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c64d3c54-3eb0-472e-8e0d-af5336139fef · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.902998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9d8b7610-230d-4045-a3d8-7014815cfe26 · outbound

This paper cites Checks user p e r m i s s i o n s to ensure they are a u t h o r i z e d to upload d o c u m e n t s.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Checks user p e r m i s s i o n s to ensure they are a u t h o r i z e d to upload d o c u m e n t s

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.919833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3d6787a5-38d9-4331-bc39-9d682f2c45d7 · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.909241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d46b001c-fb94-4654-a8be-9d2d78f55f7b · outbound

This paper cites Uploading Documents with Secure Storage.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Uploading Documents with Secure Storage

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.898419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c178af6c-96e0-42d2-b0d3-fd0bca1e5a36 · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.934802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 896267de-4646-4681-b874-5122a38b2fd2 · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.927470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c13cf81a-735c-4727-a804-92b7150780f2 · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.925137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 77f885c0-3b74-4f0c-96ae-250306fd0189 · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.879587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d171916c-c695-4be2-932a-8c0206f19969 · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.908781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3a793ca8-29e9-43fd-856d-ece6cf41268a · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.911755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d585fb19-8841-4c95-a6cd-53ca2761fed7 · outbound

This paper cites an unresolved cited work.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-17T20:12:04.903362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7ecf97e2-4834-4afe-9ebd-7c4c1130dbf0 · outbound

This paper cites Chatbot Interaction for Customer Support.

MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation Chatbot Interaction for Customer Support

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T20:12:04.917332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation 4af3e750-4c75-4789-84a8-2aa44fd6d5a9 · inbound

Benchmarking Requirement-to-Architecture Generation with Hybrid Evaluation cites this paper.

Benchmarking Requirement-to-Architecture Generation with Hybrid Evaluation MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-11T00:30:53.200344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 81d43fc2-8bc1-4bd0-b84e-b77a3477c56c · inbound

ReqGenX: An Empirical Study of Atomic Decomposition, Artifact Regeneration, and Reconstruction for Legacy SRS Documents cites this paper.

ReqGenX: An Empirical Study of Atomic Decomposition, Artifact Regeneration, and Reconstruction for Legacy SRS Documents MermaidSeqBench: An Evaluation Benchmark for NL-to-Mermaid Sequence Diagram Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T20:38:13.744531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.