Paper Citation Record · LEDGER

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.23425.

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

pith.paper-citation-record.v1
2607.23425 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T22:39:33.984319Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2bf794c6-2cc4-44f9-8adf-691d9ed5e9be · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.854996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38443d65-f564-453f-b823-ee685066a0ff · outbound

This paper cites Program Synthesis with Large Language Models.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.859180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e411e123-eae2-4d26-930a-4173b930e941 · outbound

This paper cites ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.863515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd39d6ba-689f-4315-96f7-f59e1155d553 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.868001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3401297-49dd-409b-bb78-123807d5b176 · outbound

This paper cites Thiruvathukal, Konstantin Läufer, and Mohammed Abuhamad.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Thiruvathukal, Konstantin Läufer, and Mohammed Abuhamad

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.871450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db462410-379a-4c5d-91ac-3cb864863064 · outbound

This paper cites Thiruvathukal, Kon- stantin Läufer, and Mohammed Abuhamad.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Thiruvathukal, Kon- stantin Läufer, and Mohammed Abuhamad

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.874976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed2a9fd7-2cc6-4dcd-a329-7345f3798203 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.878452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acdcec03-f06a-49cf-a514-3299be05920d · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.882001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb9584f-19f4-4132-9767-ffef085d1632 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.885308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a06c515d-6c94-46f0-8091-738c0b124327 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.888538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3275aafb-6df0-4e2b-9265-9a58a739d9c8 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.895732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29385bea-8c23-48e1-a8d9-466ea1a25fb8 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.899890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d7096d-cf91-4dd0-8b18-693823456a22 · outbound

This paper cites The Llama 3 Herd of Models.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation The Llama 3 Herd of Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.903178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55191706-9ccf-43cd-9dfa-99eca598c70d · outbound

This paper cites Qwen2.5-Coder Technical Report.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Qwen2.5-Coder Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.906576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3724783-144c-4456-b0f5-0627582681bd · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.910066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd8f4e5e-bcb0-4329-97a1-715761c8326a · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.913301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 628dae10-14ae-4181-96e7-7a3514012098 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.916640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dbb8319-5a4e-4025-b9b4-a9591e7c5e25 · outbound

This paper cites 2002.Specifying Systems: The TLA+ Language and Tools for Hardware and Software Engineers.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation 2002.Specifying Systems: The TLA+ Language and Tools for Hardware and Software Engineers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.919773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5023e13-2698-4813-8f12-8638849516cc · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.923026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c0a8150-87f6-4687-bb49-766d6c50d18b · outbound

This paper cites Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.926067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5732c5c-1f04-4850-ae29-5c652702d708 · outbound

This paper cites Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.929232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59fafebc-5519-4ee2-916c-e17434186360 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.932390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b42a6cc6-5e2d-4810-b234-6efe78d93c65 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.935419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08d7d937-b307-4c1e-a77b-be5513da35b7 · outbound

This paper cites DafnyBench: A Benchmark for Formal Software Verification.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation DafnyBench: A Benchmark for Formal Software Verification

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.938245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6f3ec60-7bb5-4dcb-879f-c41f0c76b000 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.941572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9672650d-2688-4aaf-9d83-f1b75308f379 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.944813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5c639c2-4dcd-44bd-b74c-0e4670ba6fae · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.947946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb8bc5c-5013-4dfe-8042-d9db16fc59fd · outbound

This paper cites VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.950950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e620310-b062-4f61-879e-2e73cdbba299 · outbound

This paper cites OpenClassGen: A Large-Scale Corpus of Real-World Python Classes for LLM Research.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation OpenClassGen: A Large-Scale Corpus of Real-World Python Classes for LLM Research

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.954121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f1eccb1-b79d-4c30-83f7-f3e64ecd3c15 · outbound

This paper cites Clover: Closed-Loop Verifiable Code Generation.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Clover: Closed-Loop Verifiable Code Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.957458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c2bace3-6aae-4697-81a4-c168aa845406 · outbound

This paper cites Autoformalization in the Era of Large Language Models: A Survey.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Autoformalization in the Era of Large Language Models: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.960764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b79ae0-b66e-49a9-8663-674f3d908668 · outbound

This paper cites LiveBench: A Challenging, Contamination-Limited LLM Benchmark.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation LiveBench: A Challenging, Contamination-Limited LLM Benchmark

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.964120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e8bf887-cbac-41ef-982f-4335ba1b88f9 · outbound

This paper cites Jiang, Wenda Li, Markus N.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Jiang, Wenda Li, Markus N

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.967763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394cfa9c-71f9-4a7c-893a-721d7d99bd08 · outbound

This paper cites Benchmark Data Contamination of Large Language Models: A Survey.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Benchmark Data Contamination of Large Language Models: A Survey

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.970822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe3afa99-3b4a-41e2-af35-71953c3da05a · outbound

This paper cites LiveFMBench: Unveiling the Power and Limits of Agentic Workflows in Specification Generation.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation LiveFMBench: Unveiling the Power and Limits of Agentic Workflows in Specification Generation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.974358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ba2b003-82ff-4631-b7c5-caeba2ec90a2 · outbound

This paper cites LeanDojo: Theorem Proving with Retrieval-Augmented Language Models.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation LeanDojo: Theorem Proving with Retrieval-Augmented Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.977915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f9212f4-92aa-490a-a492-95e801fdf547 · outbound

This paper cites an unresolved cited work.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.981257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40289591-417c-4a50-aa07-395d7ed23850 · outbound

This paper cites A Careful Examination of Large Language Model Performance on Grade School Arithmetic.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.984319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ac30b7d-918e-4f6f-a590-eda71cb5a2a2 · outbound

This paper cites Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models.

TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-07-30T22:39:33.891794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.