Paper Citation Record · LEDGER

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 2 inbound Pith citation observations for arXiv:2602.11238.

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

pith.paper-citation-record.v1
2602.11238 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:57:06.276588Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:58:01.385655Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T00:19:13.869510Z

Reference resolution

33 of 33 outbound references displayed

verified exact4
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f3f41b3-0005-4f6b-b75f-9a672fbcf83c · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:03.670851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e49fd96-d72d-467a-8712-0b016206f4ca · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:03.778082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8dabf41-e466-44d4-834d-420aac2d95a8 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:03.829004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be703192-ae74-454b-9384-1ac29ebe95ab · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:03.901655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dd31c97-48f6-47b8-b6ed-68f337fd570d · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:03.944933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb99ab43-904a-4cdc-9861-d1ca33bc799d · outbound

This paper cites Instruct Large Language Models to Generate Scientific Literature Survey Step by Step.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Instruct Large Language Models to Generate Scientific Literature Survey Step by Step

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-03T00:58:28.042917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2a7b0cf3-9998-4233-91bc-ed26a6666556 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:04.312322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f5b1c5-5c7e-4abe-9621-24e3c9ff440a · outbound

This paper cites SurveyX: Academic Survey Automation via Large Language Models.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation SurveyX: Academic Survey Automation via Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:04.385038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9625a167-6bbb-4e2c-910b-ec6ef46d39ae · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:04.458002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94b5bba7-8e99-4e76-890f-1a2f0326c8c1 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:04.589949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17bc1d48-c084-4f45-825b-12fc9b061d1f · outbound

This paper cites T, Kieu Hai Dang, Nguyen Tien Dong, and Dung D.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation T, Kieu Hai Dang, Nguyen Tien Dong, and Dung D

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:04.763465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a421027-0c51-4770-a191-065c27715b40 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:04.854696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9f0fa25-cd03-42dc-8007-7661894846a7 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:04.969681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b9fc20-48de-4789-bc64-72fc6e6660a9 · outbound

This paper cites SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.055563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42240001-ca60-40da-9f03-77ee35e40da2 · outbound

This paper cites SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.115292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fe2ee31-acf5-41eb-bc1b-e31b586be46f · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.214513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d9ceba-2edc-4c01-9442-c60c4e2a97e6 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Gemini: A Family of Highly Capable Multimodal Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.294037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed87374d-083a-4ca3-818f-1cb70956292c · outbound

This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation MinerU: An Open-Source Solution for Precise Document Content Extraction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.398863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e576d78-91bc-45a9-8bc9-d0b7c1137b8b · outbound

This paper cites LLM$\times$MapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation LLM$\times$MapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.442340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 168295c7-cae8-4f1f-b28a-4ee34437bb04 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-03T00:57:05.484289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e834c4eb-a85a-4ede-947c-120a4e9aad6e · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-03T00:58:27.654760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation df197988-4c36-4673-98c1-0aa37e1c775d · outbound

This paper cites InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.652643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58835189-a49c-4e61-8339-35a4984cbd30 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.692460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39c49fe3-0315-44c0-a2f8-dbc32b77211b · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-03T00:58:27.483511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef78544d-35ff-4165-bc06-e37eb06337be · outbound

This paper cites Qwen3 Technical Report.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Qwen3 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.769532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b2eef0e-e2ee-4e4e-bd24-1e4cd3083405 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.832022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7704ad01-9fb0-437a-8386-f6cffdb7ec1b · outbound

This paper cites Weinberger, and Yoav Artzi.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Weinberger, and Yoav Artzi

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.905545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ecaf07-c5e7-4e39-a0de-9130b61b83f4 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:06.034783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 103d22a6-e028-4078-80ba-d87f37bfd7a5 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:06.113839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d2e0a7d-5b05-467c-994c-6ec44f2f09a2 · outbound

This paper cites an unresolved cited work.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:06.237015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5888aeef-c6ae-4f14-b0cb-c7601a51c3ba · outbound

This paper cites Review" document type for each discipline. Subsequently, we employ a hybrid filtering strategy to identify genuine surveys: papers with standard keywords in their titles (e.g.,.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation Review" document type for each discipline. Subsequently, we employ a hybrid filtering strategy to identify genuine surveys: papers with standard keywords in their titles (e.g.,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:06.276588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b2f835-14f2-44e0-854e-74d3256dc5ba · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation BERTScore: Evaluating Text Generation with BERT

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T00:57:05.960361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db79de23-4be8-4a74-a40c-ba094662fded · outbound

This paper cites doi:10.18653/v1/2023.findings-acl.418.

SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation doi:10.18653/v1/2023.findings-acl.418

Reference 2023

Resolution: verified exact; doi, observed 2026-08-03T00:58:28.207797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation f162ebdf-888c-428d-b25d-bcf311ca064d · inbound

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness cites this paper.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-07-04T00:19:13.870781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de060db3-dbd0-491c-99f1-0938d96184b3 · inbound

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness cites this paper.

Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T10:58:01.385655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.