Paper Citation Record · LEDGER

Finding Inductive Loop Invariants using Large Language Models

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2311.07948.

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

pith.paper-citation-record.v1
2311.07948 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:14:49.344571Z

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

15
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 b3775d84-0058-4c7f-9174-08c29e01e1ec · inbound

ClassInvGen: Class Invariant Synthesis using Large Language Models cites this paper.

ClassInvGen: Class Invariant Synthesis using Large Language Models Finding Inductive Loop Invariants using Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:45:19.504615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5bd45359-6966-4579-a488-3ca578eee51a · inbound

Large Lemma Miners: Can LLMs do Induction Proofs for Hardware? cites this paper.

Large Lemma Miners: Can LLMs do Induction Proofs for Hardware? Finding Inductive Loop Invariants using Large Language Models

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:35:36.366509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c6197ca3-cec3-431b-bae3-52bc37f37b92 · inbound

Large Lemma Miners: Can LLMs do Induction Proofs for Hardware? cites this paper.

Large Lemma Miners: Can LLMs do Induction Proofs for Hardware? Finding Inductive Loop Invariants using Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T00:14:49.344571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf1fe92-39af-4257-afea-54472f3c1604 · inbound

The 4/$\delta$ Bound: Designing Predictable LLM-Verifier Systems for Formal Method Guarantee cites this paper.

The 4/$\delta$ Bound: Designing Predictable LLM-Verifier Systems for Formal Method Guarantee Finding Inductive Loop Invariants using Large Language Models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-03T19:22:04.094265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5fe77ab-26f5-44d2-bfff-81beee2977bd · inbound

Evaluating LLM-Generated ACSL Annotations for Formal Verification cites this paper.

Evaluating LLM-Generated ACSL Annotations for Formal Verification Finding Inductive Loop Invariants using Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:16:42.360262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bf3ba58c-092d-4e30-93ba-cb5e72912f97 · inbound

Verification Modulo Tested Library Contracts cites this paper.

Verification Modulo Tested Library Contracts Finding Inductive Loop Invariants using Large Language Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:27:51.708199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f9428955-2176-4072-a67d-87e2369ee4da · inbound

Verification Modulo Tested Library Contracts cites this paper.

Verification Modulo Tested Library Contracts Finding Inductive Loop Invariants using Large Language Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:50:54.767427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2765da68-cdfe-4f1b-8ed7-42097997e410 · inbound

Combining Mechanical and Agentic Specification Inference for Move cites this paper.

Combining Mechanical and Agentic Specification Inference for Move Finding Inductive Loop Invariants using Large Language Models

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T07:06:28.026062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a9decb9f-2375-4a35-9692-253bff17ef8c · inbound

Combining Mechanical and Agentic Specification Inference for Move cites this paper.

Combining Mechanical and Agentic Specification Inference for Move Finding Inductive Loop Invariants using Large Language Models

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:08:04.531513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 72361d75-f4e9-4cbe-bbe9-f913f921dbc8 · inbound

Guiding LLM-based Loop Invariant Synthesis via Feedback on Local Reasoning Errors cites this paper.

Guiding LLM-based Loop Invariant Synthesis via Feedback on Local Reasoning Errors Finding Inductive Loop Invariants using Large Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:57:54.258467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 04f3ca2a-c30d-4ed5-b70d-7a63f3f60a00 · inbound

Automating Formal Verification with Reinforcement Learning and Recursive Inference cites this paper.

Automating Formal Verification with Reinforcement Learning and Recursive Inference Finding Inductive Loop Invariants using Large Language Models

Reference 88

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:52:49.326627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7c26dafc-df68-491a-bddd-901ae0ebf1c6 · inbound

InvWeaver: Deductive Feedback for Invariant Synthesis in Interacting-Loop Programs cites this paper.

InvWeaver: Deductive Feedback for Invariant Synthesis in Interacting-Loop Programs Finding Inductive Loop Invariants using Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T08:00:14.766840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e693e9e-6af2-4ebc-bb46-34e9a0a5314a · inbound

Diversifying to Verify: When Task-Equivalent Programs Differ in Verifiability cites this paper.

Diversifying to Verify: When Task-Equivalent Programs Differ in Verifiability Finding Inductive Loop Invariants using Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T03:34:35.116630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f36d5b9-4412-46ad-8070-12bc3a69d54c · inbound

LimICE: Integrating LLM into ICE Framework for Efficient Loop Invariant Inference cites this paper.

LimICE: Integrating LLM into ICE Framework for Efficient Loop Invariant Inference Finding Inductive Loop Invariants using Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T04:51:20.140358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63a6b59-2c15-4e3e-b417-3ef1810f7e46 · inbound

VeriSkill: A Self-Evolution Framework for Program Verification Skills cites this paper.

VeriSkill: A Self-Evolution Framework for Program Verification Skills Finding Inductive Loop Invariants using Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T02:26:35.207539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.