Paper Citation Record · LEDGER

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration

As of 7 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.20280.

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

pith.paper-citation-record.v1
2507.20280 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:46:52.177838Z

measured 43 of 43 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 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

43 of 43 outbound references displayed

verified exact1
verified fuzzy8
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad9cffe5-675c-42fa-bf50-3444307f35bb · outbound

This paper cites & Wachter, S.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration & Wachter, S

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:48.390909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f01124-5e47-446a-9937-7b1cf2d6b19d · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:58.650413Z

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 59477e61-ddb4-4d86-822f-6d991c4f9444 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:58.493413Z

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 f1255773-2ea5-4e43-a162-a76e0e4afb81 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:58.337130Z

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 0966a3a5-e076-4ab1-b9fd-ca136d4188f0 · outbound

This paper cites A Survey of Large Language Models.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration A Survey of Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:48.732674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1ed50cc-c67c-4655-ae10-34364e140e5e · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:58.141430Z

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 17f6a847-4f26-4571-ac8d-1d38e599ed93 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:57.971732Z

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 c7e043ce-bebf-45e9-a37f-259b9ca99a75 · outbound

This paper cites A Review of Large Language Models and Autonomous Agents in Chemistry.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration A Review of Large Language Models and Autonomous Agents in Chemistry

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:49.024303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e0b28f0-4e59-4c7d-bd28-fe3cb539f8d1 · outbound

This paper cites A., MacKnight, R., Kline, B.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration A., MacKnight, R., Kline, B

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:49.106189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41ff3e9d-d92f-45c3-87d2-de68917cdd60 · outbound

This paper cites Language models in molecular discovery.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Language models in molecular discovery

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:46:52.431780Z

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 3652d39d-c3c0-4de8-b595-82a9ac17798b · outbound

This paper cites Nature Machine Intelligence 6, 525–535 (2024).

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Nature Machine Intelligence 6, 525–535 (2024)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:46:57.801324Z

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 3ad4d656-99f0-44f0-a389-49e88d548233 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:57.602226Z

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 4208a40e-f41e-445f-8dc2-95667cc27303 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:57.437156Z

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 11c68772-6442-47d6-a761-7eb5bd1ebe95 · outbound

This paper cites CRISPR-GPT for Agentic Automation of Gene-editing Experiments.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration CRISPR-GPT for Agentic Automation of Gene-editing Experiments

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:49.628287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da973bd-ec8a-41a2-9787-a1e59f8882da · outbound

This paper cites GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:49.742077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9344a09c-c299-4ee5-a647-2b6b2e2bf3d9 · outbound

This paper cites ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:49.809144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a173c7-81f8-4cc8-87ca-2cbaaf077d01 · outbound

This paper cites LLMatDesign: Autonomous Materials Discovery with Large Language Models.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:49.887526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 189963f8-8eb4-4dd3-8c62-40034726bb73 · outbound

This paper cites & Kim, J.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration & Kim, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:46:57.272157Z

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 df81c05f-8d86-4a4e-a64d-ad1883a080cb · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:57.107863Z

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 7eb8c673-88d7-4519-af01-73f328015a11 · outbound

This paper cites & Buehler, M.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration & Buehler, M

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:46:56.937981Z

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 89317088-37ca-4ec7-8124-a37c20660854 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:56.786862Z

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 b39076f1-3f9c-4de0-9ba8-479770b56c33 · outbound

This paper cites Control Risk for Potential Misuse of Artificial Intelligence in Science.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Control Risk for Potential Misuse of Artificial Intelligence in Science

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:50.341396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17fb7b0a-4d62-488e-ae38-1bb10cdf7d22 · outbound

This paper cites ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:50.442637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d68d1b-a94b-4677-b9f8-9a111403db74 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:56.570605Z

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 ffb0e62f-724d-4abb-b6ba-c57547130bed · outbound

This paper cites & Yao, S.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration & Yao, S

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:46:56.369734Z

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 61d8605f-9696-4672-95f4-ea879b4873c6 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:56.245767Z

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 87e08dc8-632c-4da4-94e3-ae3d3c99ff94 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T13:46:50.752606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70eb3073-5a16-435a-b9b1-5271e77744a0 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:56.060298Z

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 3ca89e3d-3309-4775-b61b-262ef990a6d0 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:55.763685Z

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 40c87dd7-66ac-4a97-92d3-26b08d8b70df · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:55.518541Z

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 1f0eadfa-a558-4a78-b5c4-ff06da82d2e9 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:55.249952Z

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 bed589ba-c9ba-46d2-917e-c54260d5f5ab · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:55.043328Z

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 edfc08b7-bc6e-4d3b-83d7-ac9dd07830e5 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:54.831713Z

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 ab0bba2e-baac-45b9-929b-2f9a6c86cac7 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:54.625599Z

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 756680bc-8347-4ed9-b98a-47c129508232 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:54.400837Z

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 8ed49b84-48cd-4336-975d-9559e138fadf · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:54.106476Z

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 74bf3298-bbc6-40a2-92b3-bafe7920562d · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:53.843150Z

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 1dd8ab1a-3684-4a37-8312-3bd0f2b4489d · outbound

This paper cites URL https://blast.ncbi.nlm.nih.gov.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration URL https://blast.ncbi.nlm.nih.gov

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:46:53.612135Z

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 72fe76f5-a2e4-41c5-a4a7-9bfbda423cfa · outbound

This paper cites URL http://www.rdkit.org.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration URL http://www.rdkit.org

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:46:53.344670Z

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 4279aba9-96b7-473b-812e-789427aff0ff · outbound

This paper cites & H´ eberger, K.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration & H´ eberger, K

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:46:53.112879Z

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 ec6a9586-a467-405a-8643-8b7a3a7c98cf · outbound

This paper cites F., Waterman, M.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration F., Waterman, M

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:46:52.875502Z

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 f0172154-af6f-41e5-bd02-230c81b04579 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:52.781890Z

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 974013fe-942e-4808-bb8b-6280543beb00 · outbound

This paper cites an unresolved cited work.

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:46:52.590491Z

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.

Pith citing papers

No inbound Pith citation observations are available.