Paper Citation Record · LEDGER

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs

As of 9 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.20498.

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

pith.paper-citation-record.v1
2607.20498 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:06:40.762756Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 716cde30-be04-4946-9ad3-e1652903f8ac · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:37.497107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6053731-8fbc-43c3-b21a-af5a16808411 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:37.561745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c18c071b-0e2c-4ebb-975c-f77c1b285a0b · outbound

This paper cites OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:37.678655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d8084e-fefb-4376-8309-75787c5e25d1 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:37.764432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0008f189-e87e-496a-9a38-2706412f10ad · outbound

This paper cites RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:37.852626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69effb62-8d37-4d42-96f4-b424e2d38678 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:37.947341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e01b077e-76b7-4348-b052-0bcf74aafbde · outbound

This paper cites Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.022901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59eacfba-e365-4ed3-af3b-61c7b2e7b8b5 · outbound

This paper cites DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.085270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9820ea5-8375-4d6c-a059-d825a22fdd90 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.172971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee06a595-ae0c-419c-9e39-4393e804025a · outbound

This paper cites ReTool: Reinforcement Learning for Strategic Tool Use in LLMs.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.264747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13d3c596-22f6-4328-b853-1f209b730846 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.359764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fe33847-4508-4580-a622-bc133294820f · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.427074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fbfc2d6-eacf-4d0b-85dd-cb1c3e77c375 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.469337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bebdfd68-7538-4adc-9ecb-8755d3ccf93b · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.545733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75addd8a-d992-4acf-8699-269cf668f460 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.615158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785b9a92-9fee-43ad-bdf4-6d70436882fd · outbound

This paper cites PaperQA: Retrieval-Augmented Generative Agent for Scientific Research.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.724748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a7f988a-e930-4e99-b4b5-13e20c42e296 · outbound

This paper cites DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.791516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c922f72b-d54b-4e6b-bfd5-30ca3ca8dbba · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.860782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2489d44-9ca9-4ced-a836-239607f14fbc · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:38.984986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80dee97a-3379-4a2d-98e5-f71f5de40435 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.074837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4355d01b-fb92-40ed-a382-4450eadd9818 · outbound

This paper cites OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.135113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f56dcfb9-b0d0-4c45-93cd-75d8f7e8e220 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.177265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d1030d-041b-4106-857f-e5166e255dd6 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.264747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 697bcd15-673c-4909-ac17-f184adb0081d · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.308776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03462d0a-3d64-45c7-a25d-b2d60cfb465f · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.397186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f5a571d-2144-4b19-9566-622e091ecc7e · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.475660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2abad8c2-9651-4b45-a738-a5547bace244 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.580540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135ddff3-3b5d-420e-870d-5b0c96ec431c · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.764028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ff5ca5-1a4c-49be-8d37-304d30fda561 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.835732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76b4e1e3-1207-4fdf-b6ce-fbbb6dfe8cbb · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.894764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3bb1185-973a-44cf-a6a7-a0248f665629 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.941228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33c401a2-fe01-49c3-84fd-32ff64f74015 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.012087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cccfdf5a-9c05-4bc1-988b-6493d2096c91 · outbound

This paper cites Executable Code Actions Elicit Better LLM Agents.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Executable Code Actions Elicit Better LLM Agents

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.076032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37f3bf69-fbcf-4e38-b44d-d53c053fca32 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.145139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7ccb2e9-d802-417f-9ca9-8789a6fa45df · outbound

This paper cites AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.198536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18c98ebf-fcc1-4dac-bb54-9c41a4aef01d · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.288643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e2081b7-ebef-4959-8c2e-90cea8f1c19d · outbound

This paper cites Qwen3 Technical Report.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Qwen3 Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.355839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d35be78-5605-494f-be7e-225fcb883fca · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs ReAct: Synergizing Reasoning and Acting in Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.442486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb56c43-88c7-45ae-bb8d-3f101da496d5 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.545733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0d5d884-899d-4ac7-a8f8-473d5f24f842 · outbound

This paper cites an unresolved cited work.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.648575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 536a57d4-b032-456c-92e2-aff02eb8dbb3 · outbound

This paper cites two-step method.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs two-step method

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:40.762756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5e0233d-2c8d-4a3c-8f68-953add42c4fa · outbound

This paper cites OpenAI GPT-5 System Card.

AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs OpenAI GPT-5 System Card

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T11:06:39.674753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.