Paper Citation Record · LEDGER

DeepRTL2: A Versatile Model for RTL-Related Tasks

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 2 inbound Pith citation observations for arXiv:2506.15697.

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

pith.paper-citation-record.v1
2506.15697 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:18:33.350243Z

measured 47 of 47 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:21:02.108337Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T16:21:02.467857Z

Reference resolution

45 of 45 outbound references displayed

verified exact1
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0bf6844-e465-461f-87d4-063cb6ee0b4a · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:29.870348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1377ea72-eaeb-4af4-a808-8d6eb4083db8 · outbound

This paper cites LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders.

DeepRTL2: A Versatile Model for RTL-Related Tasks LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:29.941299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a66bfd77-3251-499d-b3ec-2e40c5db7980 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:37.429802Z

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 3ea68c3f-e990-46c3-af79-51e16c3c84a5 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:37.233410Z

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 42ae91a4-dc49-45db-85a4-592bb0543c70 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:37.074270Z

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 071cef49-ae90-4532-b0c1-a4377481f43b · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:30.346018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1adca696-4bf9-4f8b-a5aa-fed11ecf38dc · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:36.914216Z

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 d558915f-0008-4ad0-a065-a9f0a50b38b5 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:36.796416Z

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 7f4dfe68-cf6d-4d0f-afef-22dc0f1fa5af · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:30.596836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7282d93a-86ad-4a9f-bbd3-49281faafc25 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:36.593750Z

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 2adf91ac-1580-440e-a6f3-f8cef7d456db · outbound

This paper cites OriGen:Enhancing RTL Code Generation with Code-to-Code Augmentation and Self-Reflection.

DeepRTL2: A Versatile Model for RTL-Related Tasks OriGen:Enhancing RTL Code Generation with Code-to-Code Augmentation and Self-Reflection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:30.797035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5b6b2c8-3380-42e6-b4d0-701916d08b8b · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

DeepRTL2: A Versatile Model for RTL-Related Tasks BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:30.891241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d12c7159-0e1e-498f-8c92-460c7e82b919 · outbound

This paper cites The Llama 3 Herd of Models.

DeepRTL2: A Versatile Model for RTL-Related Tasks The Llama 3 Herd of Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:30.976759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4047dba-8fa5-4b12-8693-5f61ea06b174 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:36.405222Z

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 7aad5e13-db9f-4d9e-af13-18d09d7d86bc · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:36.273756Z

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 b8b13219-f31e-4402-ab59-0e694d3d7b0d · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

DeepRTL2: A Versatile Model for RTL-Related Tasks DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.236208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83a537d4-a0c2-4e6e-a545-173a3124a89b · outbound

This paper cites GPT-4o System Card.

DeepRTL2: A Versatile Model for RTL-Related Tasks GPT-4o System Card

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.305099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c19a8ece-cab0-41d7-8aa0-c4b3b9a326e6 · outbound

This paper cites Scaling Sentence Embeddings with Large Language Models.

DeepRTL2: A Versatile Model for RTL-Related Tasks Scaling Sentence Embeddings with Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.388942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d847e7a2-2b96-4e1f-a363-81250d75a7c6 · outbound

This paper cites NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models.

DeepRTL2: A Versatile Model for RTL-Related Tasks NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.442121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 078704cd-3836-4573-8be7-efb091702ece · outbound

This paper cites Meta-Task Prompting Elicits Embeddings from Large Language Models.

DeepRTL2: A Versatile Model for RTL-Related Tasks Meta-Task Prompting Elicits Embeddings from Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.529313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9494bab8-72bf-4b4b-b996-2737dd094a6f · outbound

This paper cites DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis.

DeepRTL2: A Versatile Model for RTL-Related Tasks DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.599789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c7fa861-524b-40e7-9d7f-9c8ef0c04a6b · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.684267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b42f26a-5acb-49ca-aa2e-3449931c1e00 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:36.090453Z

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 ff704192-4de1-4e0c-b992-c8e1d96c58c6 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:35.955925Z

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 6fea2704-ec15-4756-a86b-cfe672acf88c · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:35.795930Z

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 fea97f5e-9858-4053-94fb-352151b6c774 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:35.627687Z

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 0094b706-ad47-4201-8aaf-3f26712c8e47 · outbound

This paper cites SGPT: GPT Sentence Embeddings for Semantic Search.

DeepRTL2: A Versatile Model for RTL-Related Tasks SGPT: GPT Sentence Embeddings for Semantic Search

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:31.986084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac28ac3-a633-4fd4-b6f4-aebd82ca909e · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:35.383285Z

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 1eeca9ca-a379-4b79-aa2b-21c8097f2f22 · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

DeepRTL2: A Versatile Model for RTL-Related Tasks MTEB: Massive Text Embedding Benchmark

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:32.179961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6921a2-548d-446a-a7e5-d0e9e0c30268 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

DeepRTL2: A Versatile Model for RTL-Related Tasks Text and Code Embeddings by Contrastive Pre-Training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:32.260512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ef17cf4-2a5c-442d-a079-4eaeac7c7d0e · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:32.345472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1948af-2ed7-4919-a191-fc2c3d0b6c2a · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:32.433263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cfb4142-fae4-431b-9a89-90930b84d2d5 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:32.497226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6be4204e-594e-40f4-85f4-2b067c70146a · outbound

This paper cites Repetition Improves Language Model Embeddings.

DeepRTL2: A Versatile Model for RTL-Related Tasks Repetition Improves Language Model Embeddings

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:32.573515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f435849-a542-4e32-bbd1-9b4967831dcb · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:35.103042Z

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 f1dbd691-8ca0-4eb5-b140-a8d91da3e234 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:34.896343Z

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 124b9ae8-92a0-4cc2-b692-3375ae6425a4 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:34.767992Z

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 f050ab53-b2e5-4b18-99ee-a58868fdc82c · outbound

This paper cites Improving Text Embeddings with Large Language Models.

DeepRTL2: A Versatile Model for RTL-Related Tasks Improving Text Embeddings with Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:32.873487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 910cb525-9af7-4c74-ab29-c5a410ccc0c4 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:34.596052Z

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 a418fc4c-7fb8-4726-8fd6-dfb2e834fddc · outbound

This paper cites PrivMin: Differentially Private MinHash for Jaccard Similarity Computation.

DeepRTL2: A Versatile Model for RTL-Related Tasks PrivMin: Differentially Private MinHash for Jaccard Similarity Computation

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:18:33.634624Z

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 a4bbf0f1-64b6-4f37-93aa-72111d55c28f · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:34.486147Z

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 cff7fede-d2ac-4169-bfde-58c5bf474550 · outbound

This paper cites an unresolved cited work.

DeepRTL2: A Versatile Model for RTL-Related Tasks Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:18:34.339699Z

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 c12281d2-3c50-493a-8fe9-498fe59291f2 · outbound

This paper cites CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization.

DeepRTL2: A Versatile Model for RTL-Related Tasks CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:33.157835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e80bca97-0c31-41c0-b8f4-0c2115600f87 · outbound

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DeepRTL2: A Versatile Model for RTL-Related Tasks online" 'onlinestring :=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:33.229686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86985fbd-3719-4650-a0ee-e9394cd48d4c · outbound

This paper cites write newline.

DeepRTL2: A Versatile Model for RTL-Related Tasks write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:33.350243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 87f9e88b-73a2-4d9a-8489-c7a0b65c6e04 · inbound

Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning cites this paper.

Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning DeepRTL2: A Versatile Model for RTL-Related Tasks

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-05T16:21:02.474966Z

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 a7f30305-1458-4a63-b28c-cfdb46d53e12 · inbound

TrojanGYM: A Detector-in-the-Loop LLM for Adaptive RTL Hardware Trojan Insertion cites this paper.

TrojanGYM: A Detector-in-the-Loop LLM for Adaptive RTL Hardware Trojan Insertion DeepRTL2: A Versatile Model for RTL-Related Tasks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T08:27:42.239186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.