Paper Citation Record · LEDGER

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient

As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2502.01683.

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

pith.paper-citation-record.v1
2502.01683 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:09:01.728564Z

measured 46 of 46 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:39:36.819142Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T22:40:49.906159Z

Reference resolution

45 of 45 outbound references displayed

verified exact1
verified fuzzy4
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9cfc5650-ba39-478e-84b4-ee36304aca78 · outbound

This paper cites Claude 3.5.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Claude 3.5

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:09:02.311909Z

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 409b5d83-32f7-40d0-90ca-e91565196e3c · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:09:02.304253Z

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 36a20913-6729-453e-880c-f85fcff73202 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.597866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92662432-f6f3-4d5e-954c-b51bd990f875 · outbound

This paper cites Yu, Qiang Yang, and Xing Xie.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Yu, Qiang Yang, and Xing Xie

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.601806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63181b01-6028-476d-a761-cf84cc0c8618 · outbound

This paper cites FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.604922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34b53b7-cf57-4948-83e5-602a6b6665bf · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.608303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c544555-8fb4-4a4d-862e-3b86ac823563 · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:09:02.296828Z

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 98f7e8f4-cd76-4e95-acbf-8ac9a4df1e8d · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.614868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e87f3976-8e7a-4022-a988-58993e941b82 · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:09:02.282798Z

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 883b262a-7a1d-4d85-a5a3-b806e69c743c · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:09:02.272809Z

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 46110983-3b6c-4d9d-a724-85304659df95 · outbound

This paper cites GPT-4o System Card.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient GPT-4o System Card

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.624555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8048585d-e5f7-4b1b-97c7-e9d50480054f · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.627606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b41e42e1-dd22-4450-b693-b7db6bbc2283 · outbound

This paper cites Causal Machine Learning: A Survey and Open Problems.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Causal Machine Learning: A Survey and Open Problems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.630239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed49413c-ef14-4cc2-9cf8-c678d0e839e4 · outbound

This paper cites S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.632998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc084b1-b4bb-49ff-a534-a4ec3c054b90 · outbound

This paper cites u ttler, Mike Lewis, Wen - tau Yih, Tim Rockt \.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient u ttler, Mike Lewis, Wen - tau Yih, Tim Rockt \

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.636225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9011def-dae2-4f1d-87ff-a979333e27b6 · outbound

This paper cites PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.639375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de263b1-2e74-46f2-9b23-f5dce2ebfe53 · outbound

This paper cites SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.642749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa841f16-f458-4531-b321-e2c6e00cf99c · outbound

This paper cites Neuro-Symbolic Data Generation for Math Reasoning.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Neuro-Symbolic Data Generation for Math Reasoning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.645942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f34460d2-0fbb-435c-9df8-cf06c89b198e · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:09:02.259671Z

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 6bae59c9-87d6-4204-992f-178418605f0d · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.651983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b83488c-1a55-4c61-99f9-e55a04e3cea2 · outbound

This paper cites Arena Learning: Build Data Flywheel for LLMs Post-training via Simulated Chatbot Arena.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Arena Learning: Build Data Flywheel for LLMs Post-training via Simulated Chatbot Arena

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.654904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 062255dc-8e6f-4159-a0b9-9b7359880775 · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:09:02.250661Z

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 47e2f6de-f977-4a8f-a546-7593aeafc266 · outbound

This paper cites Efficacy of Synthetic Data as a Benchmark.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Efficacy of Synthetic Data as a Benchmark

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.660763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 813d0a62-8588-41a4-9753-68695f3865a2 · outbound

This paper cites Jointly Measuring Diversity and Quality in Text Generation Models.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Jointly Measuring Diversity and Quality in Text Generation Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.663911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01342007-e778-4b7c-9999-a77c32f4bee6 · outbound

This paper cites text-embedding-ada-002.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient text-embedding-ada-002

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:09:02.241496Z

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 1d3daef6-8ce7-4d38-920d-10f5a683dc7b · outbound

This paper cites Bowman, Amanda Askell, Roger Grosse, Danny Hernandez, Deep Ganguli, Evan Hubinger, Nicholas Schiefer, and Jared Kaplan.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Bowman, Amanda Askell, Roger Grosse, Danny Hernandez, Deep Ganguli, Evan Hubinger, Nicholas Schiefer, and Jared Kaplan

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.670630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ac89a6-e4f0-452f-9a4f-66abd3dcc4f5 · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:09:02.227588Z

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 322e1967-c2d6-4d9b-9e65-c7729d065468 · outbound

This paper cites A Survey on Self-Evolution of Large Language Models.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient A Survey on Self-Evolution of Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.676414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6338cc35-3f69-4baf-81b6-61d9ce791fa7 · outbound

This paper cites Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.679147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15100bd0-b637-4948-b51c-5437ba88c379 · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.681746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aadc72c-cbde-4595-9497-b379dc9755cc · outbound

This paper cites A Survey on Data Synthesis and Augmentation for Large Language Models.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.684146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 802f192e-afe5-4bc8-8a87-08459d2ff2e5 · outbound

This paper cites Le, Ed H.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Le, Ed H

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:09:02.219700Z

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 0dfa2173-c8c7-4ebc-843b-b17971b1f720 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.689516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f201a6fa-2ab2-48c6-9b03-78a3b22f9612 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.692472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a00b135b-b20e-4822-b2c6-cbe659517f71 · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.695833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 349d573e-8f42-4ca0-8451-ab19848bfad3 · outbound

This paper cites Qwen2 Technical Report.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Qwen2 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.699197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23275359-7005-4eb7-865c-0dfc726f1abf · outbound

This paper cites Kwok, Zhenguo Li, Adrian Weller, and Weiyang Liu.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Kwok, Zhenguo Li, Adrian Weller, and Weiyang Liu

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.702260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d891ced-ae80-4651-8f13-d79f342473d2 · outbound

This paper cites Ratner, Ranjay Krishna, Jiaming Shen, and Chao Zhang.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Ratner, Ranjay Krishna, Jiaming Shen, and Chao Zhang

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:09:02.206843Z

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 01b89090-28f8-44de-9f76-cf7415f5dd79 · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.708002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a30f425-3980-4673-b508-1551318daebf · outbound

This paper cites Xing, Hao Zhang, Joseph E.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Xing, Hao Zhang, Joseph E

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.711080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 327f84c9-0dcd-4483-98f7-2268689f33f9 · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-09T18:09:02.191757Z

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 1ee7a73b-7456-4d9b-8939-e8246680a985 · outbound

This paper cites Dynamic Evaluation of Large Language Models by Meta Probing Agents.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Dynamic Evaluation of Large Language Models by Meta Probing Agents

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.717256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a16acfb5-74d5-4b93-9f88-ea0107d16fcb · outbound

This paper cites an unresolved cited work.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Unresolved cited work

Reference 43

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T18:09:02.157754Z

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 8b6d801a-7488-4531-aaa1-6d43c4e56507 · outbound

This paper cites URL: " 'urlintro :=.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient URL: " 'urlintro :=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.724723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26448a66-4b4f-4581-b83b-0d457d9303ed · outbound

This paper cites write newline.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.728564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c925eb55-b244-4ff4-a252-25304c795a85 · inbound

Automatically Generating Hard Math Problems from Hypothesis-Driven Error Analysis cites this paper.

Automatically Generating Hard Math Problems from Hypothesis-Driven Error Analysis LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:40:49.911691Z

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.