Paper Citation Record · LEDGER

AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2503.19174.

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

pith.paper-citation-record.v1
2503.19174 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:55:09.374587Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 608bd155-9046-40f0-9577-3b621ecabda7 · inbound

SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models cites this paper.

SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T22:55:09.374587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59bced4d-db67-4476-849e-3213eb2b07ce · inbound

AssertCoder: LLM-Based Assertion Generation via Multimodal Specification Extraction cites this paper.

AssertCoder: LLM-Based Assertion Generation via Multimodal Specification Extraction AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:24.909810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb40787-ac25-4648-b9ad-3f4a0e7101b3 · inbound

CoverAssert: Iterative LLM Assertion Generation Driven by Functional Coverage via Syntax-Semantic Representations cites this paper.

CoverAssert: Iterative LLM Assertion Generation Driven by Functional Coverage via Syntax-Semantic Representations AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:05:50.945541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3c1339f1-3b63-41cc-a030-0b14269fdd83 · inbound

From Indiscriminate to Targeted: Efficient RTL Verification via Functionally Key Signal-Driven LLM Assertion Generation cites this paper.

From Indiscriminate to Targeted: Efficient RTL Verification via Functionally Key Signal-Driven LLM Assertion Generation AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:46:50.586768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a4c618c5-0a8d-44e4-8b01-eeed9cef2849 · inbound

Autoformalizing Memory Specifications with Agents cites this paper.

Autoformalizing Memory Specifications with Agents AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-09T20:47:37.160614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a6576e5b-5edd-4823-81b5-588cfbaffec1 · inbound

RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models cites this paper.

RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:47:30.467132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bbf92405-5712-46f3-9b06-2d9f2b9616cf · inbound

Closing the Loop on LLM-Generated RTL Assertions with Quality-Aware Formal Verification cites this paper.

Closing the Loop on LLM-Generated RTL Assertions with Quality-Aware Formal Verification AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-04T07:49:38.662172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 314b0802-6e66-4314-a583-6e73cd9d0468 · inbound

Closing the Loop on LLM-Generated RTL Assertions with Quality-Aware Formal Verification cites this paper.

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T12:59:29.731629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.