Pith. sign in

Paper Citation Record · LEDGER

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning

As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2605.07251.

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

pith.paper-citation-record.v1
2605.07251 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:29:47.384341Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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 exact15
  • verified fuzzy23
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17b4b799-7562-41db-a5b3-cf0b0f254e1c · outbound

This paper cites GPT-4 Technical Report.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning GPT-4 Technical Report

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.829016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:722553b59cfb9a5ccec064ea3f2f301573459c151fc9b5f4b00a682feb92531a

Observation 3f7d70ee-0578-4c0f-8ec4-7be22c849f14 · outbound

This paper cites Qwen Technical Report.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Qwen Technical Report

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.831739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:cf90698789e555ecc6ef7fcc744d5d01bd8a774ab467fdeb60ac421859fafdcc

Observation 7dbd2cf1-038a-44b6-b743-1d9a7c1a7664 · outbound

This paper cites Autonomous chemical research with large language models.Nature, 624(7992):570–578.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Autonomous chemical research with large language models.Nature, 624(7992):570–578

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.073746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:c5022bfb59dc4bbb8a347187e4e8cdf296e18f10b469a4d20bbd9be1f037645c

Observation c7923761-4ee4-4852-8cb1-9339d3bdc36b · outbound

This paper cites ChemCrow: Augmenting large-language models with chemistry tools.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning ChemCrow: Augmenting large-language models with chemistry tools

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-15T19:05:23.524819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:5c51906d670854b793963570637d348025e4547a74753899ab67cbaa7047d046

Observation c7896b12-18d7-436e-8ae8-fd4adf58b0d0 · outbound

This paper cites T-eval: Evaluating the tool utilization capability of large language models step by step.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning T-eval: Evaluating the tool utilization capability of large language models step by step

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.069448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:7e5a402e08f2f2affe5bdce5a97f0f7d6000a77c243bc8a79d5a37ecaa7ba87d

Observation 0f8c715a-5f17-4882-b64c-f5af45ad9bc8 · outbound

This paper cites Chemprice, a python package for automated chemical price search.Chemistry-Methods, 5(2):e202400005.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Chemprice, a python package for automated chemical price search.Chemistry-Methods, 5(2):e202400005

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.067282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:1f16a3ead88a7eb0efcbfcad5c4a87b5988894af8d42e1a927f6d129abfb6815

Observation 99b8d88a-2681-4b74-835e-507641a295ca · outbound

This paper cites Paroutes: towards a framework for benchmarking retrosynthesis route predictions.Digital Discovery, 1(4):527–539.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Paroutes: towards a framework for benchmarking retrosynthesis route predictions.Digital Discovery, 1(4):527–539

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.071186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:17f71fe05ee9611a0d68bc388bbfc5419866d9c5e88ce9b3340724a66c8f59c8

Observation f4aec9b1-2642-43d7-9372-3c7c4c2f2a13 · outbound

This paper cites What can large language models do in chemistry? a comprehensive benchmark on eight tasks.Advances in neural information processing systems, 36:59662–59688.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning What can large language models do in chemistry? a comprehensive benchmark on eight tasks.Advances in neural information processing systems, 36:59662–59688

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.075729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:b79af3c581406c0ca6737c58492563c83ec0201b697bed16fd17f11eabcea7a9

Observation a86b0777-73cc-4fea-906b-4dfb1a7f260f · outbound

This paper cites MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:45:51.785672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:5e43b4bb08ef1ad85f9810b55dcc7c9012d0810c843983991e9a5eda5b68fa19

Observation e005379b-cbbd-4f70-9455-758f9c2cea01 · outbound

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

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.789059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:cb566934c859d636173b2942fbf83346f0136c7e72cfa7a65898a36def286b08

Observation 8a9fb95a-0a38-47b9-bc88-cd61520385de · outbound

This paper cites The open reaction database.Journal of the American Chemical Society, 143(45):18820–18826.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning The open reaction database.Journal of the American Chemical Society, 143(45):18820–18826

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.096393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:cf1bbc4ecf9657609752390626f103eb293d174ef1babc308b5d1a2580d17026

Observation a2337101-333e-4c78-a536-e1373c044dd6 · outbound

This paper cites Pubchem 2023 update.Nucleic acids research, 51(D1):D1373–D1380.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Pubchem 2023 update.Nucleic acids research, 51(D1):D1373–D1380

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.094547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:b5d009e7ab6c59a7738a97ae110b7172fbbfdcacdd2294e1884728cd97cf692f

Observation b0acc092-bfb7-4d69-8c02-bdca789016ab · outbound

This paper cites Efficient syntheses of diverse, medicinally relevant targets planned by computer and executed in the laboratory.Chem, 4(3):522–532.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Efficient syntheses of diverse, medicinally relevant targets planned by computer and executed in the laboratory.Chem, 4(3):522–532

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.084676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:096a48ea57e1619bd806d2fb430e66d5dc41749cddd360f338575c09755ea6c1

Observation eb78b8ca-25ea-4738-871a-49441faa8b3b · outbound

This paper cites Rdkit documentation.Release, 1(1-79):4.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Rdkit documentation.Release, 1(1-79):4

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.117492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:e36c021352442d89b7660c19a3374b90511e372df616aaf473388c5a43ec09b6

Observation 5cb769e1-b309-4493-bfd7-f13a7855f4c4 · outbound

This paper cites Beyond chemical qa: Evaluating llm’s chemical reasoning with modular chemical operations.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Beyond chemical qa: Evaluating llm’s chemical reasoning with modular chemical operations

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:45:51.792560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:6779ca80e7c1aa039bd2cab59722a3547fa92c6837c0e9c1559e26272a71bac5

Observation ec7d9345-e307-4874-a263-52baf4a8b770 · outbound

This paper cites Name reactions a collection of detailed mechanisms and synthetic applications fifth edition.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Name reactions a collection of detailed mechanisms and synthetic applications fifth edition

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.082256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:28a08d79ec268292124a7c793e35ff4f32bfd2fc1357825417a1d6f539daaa7f

Observation ff3ae9a8-eade-43f7-8a22-204b14c24430 · outbound

This paper cites DeepSeek-V3 Technical Report.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning DeepSeek-V3 Technical Report

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.782123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:f56e43db186b4f02cfb456acba1020964330ce71060e9c4ad1586afbc54e9453

Observation e87652c2-e47e-4b36-a71b-8a8980949e29 · outbound

This paper cites Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D White, and Philippe Schwaller.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D White, and Philippe Schwaller

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.100098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:2bcaa936f131d95be753fa5704d0d70bc6f9875a612051432cca646be47c4001

Observation 60d05166-33d7-4379-9d16-6ab0574d2fce · outbound

This paper cites Toolllm: Facilitating large language models to master 16000+ real-world apis.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Toolllm: Facilitating large language models to master 16000+ real-world apis

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.102482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:ec3c93d0cc40ad50b2ac48995f5b5bf81a054ed9fdc3645df72d8917ef5849f4

Observation b8cf3e72-7ff0-4239-9a8a-9de06189bee7 · outbound

This paper cites Digitization and validation of a chemical synthesis literature database in the chempu.Science, 377(6602):172–180.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Digitization and validation of a chemical synthesis literature database in the chempu.Science, 377(6602):172–180

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.104532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:329d4ca4b0046ca2c54d2582ddb7ca5d8e3f6a4f1d37b3b22b95104d9eef4823

Observation bdc7e44c-75da-4857-a840-38d651d9c20e · outbound

This paper cites An automatic end-to-end chemical synthesis development platform powered by large language models.Nature communications, 15(1):10160.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning An automatic end-to-end chemical synthesis development platform powered by large language models.Nature communications, 15(1):10160

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.080057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:55ca1d12e99f0d0da9ac547451bba8793eb67eaf81e4edc217ff3d08bd402310

Observation fcfff121-7ee8-42b7-9fdd-3f8699dce2b1 · outbound

This paper cites Routescore: punching the ticket to more efficient materials development.ACS Central Science, 8(1):122– 131.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Routescore: punching the ticket to more efficient materials development.ACS Central Science, 8(1):122– 131

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.088628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:0cd9ddd52238f18f1008dd3d8357e72bb2331f697f37f9891f8a9ee40c7f8df3

Observation a0eb028d-7e5a-492e-a4c8-276da1b1bf85 · outbound

This paper cites Elsevier.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Elsevier

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.098241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:2ad142e27b8c29b7d0f8995aa45c5dd407c78fb996ba6943d8ec46289c45b0a6

Observation d7efebd3-82f0-4765-80ab-fce504f930d4 · outbound

This paper cites Evaluating Large Language Models in Scientific Discovery.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Evaluating Large Language Models in Scientific Discovery

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.815524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:59cdce0dc3036d0658fa290aaecf89faf9ec4843a7f7907f3091600c8e9c313e

Observation 22db9bc1-9e92-4aa8-8671-739b99aba09d · outbound

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

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Gemini: A Family of Highly Capable Multimodal Models

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.802355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:3b04e494ba3d49f037a7bf1be0df1ec73a0050824744cfcaa476cdd9c5156645

Observation 06c72520-bd69-4a5f-a3c0-d13b3844838a · outbound

This paper cites Kimi-VL Technical Report.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Kimi-VL Technical Report

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.805531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:b8423f6e4f9d6df719a8476f0606a090076a209936972bdfcabe94cdc52bb336

Observation 8a5dc779-b138-417a-bf13-11d43f52ed40 · outbound

This paper cites Appworld: A controllable world of apps and people for benchmarking interactive coding agents.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Appworld: A controllable world of apps and people for benchmarking interactive coding agents

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.092206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:2b688e9186052fd3c46ada2c6e47b43f7b235e05dd78cfd67e159e75af9bc83e

Observation 09bc08be-7e89-4b57-9b09-868832bab9b2 · outbound

This paper cites Askcos: open-source, data-driven synthesis planning.Accounts of chemical research, 58(11):1764–1775.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Askcos: open-source, data-driven synthesis planning.Accounts of chemical research, 58(11):1764–1775

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.077862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:936b7ea5baf31378574b6490fedf030b89c87a397d6e68560b45fe7242e10272

Observation 72e22949-286d-47c0-a7df-da0497f0003e · outbound

This paper cites SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-16T12:59:45.390593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:aec295dccaec1ea784c3e40607bb75aa0ea092c552671036457067ae05be43d4

Observation 1a222eff-a35e-43ee-981f-b6ba63d290c4 · outbound

This paper cites Smiles, a chemical language and information system.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Smiles, a chemical language and information system

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.108150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:e752ea92b1b08b230534c6d0241ffe4ae915b603571cbbedbd819fabc947edaf

Observation 84d0d05d-2107-4762-b0dd-82c363cc83dd · outbound

This paper cites CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:45:51.808815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:ceaf07bffd0c0f808d67331b05b1324df69c2a1116ac7c4385a24ec9857e5fa1

Observation 9162cf5e-3d12-44a4-8f8b-b27ead739cc8 · outbound

This paper cites Molerr2fix: Benchmarking llm trustworthiness in chemistry via modular error detection, localization, ex- planation, and correction.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Molerr2fix: Benchmarking llm trustworthiness in chemistry via modular error detection, localization, ex- planation, and correction

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.113820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:a045136a4f130c45fa6e60cadaea83d82a4ce31aa108925ea973492c37905d8f

Observation aa681f48-4fe9-42ae-a5af-e4df3ed730b4 · outbound

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

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning ReAct: Synergizing Reasoning and Acting in Language Models

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.812003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:1d8885533103716ba56e5a7757ae03887c966d582f25661809042e410825ba95

Observation ddd44bae-373a-498d-a1f5-7fb3be9956f9 · outbound

This paper cites LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset

Reference 34

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T01:45:51.819161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:4b2726f98d3856be390d38403fa4e624d7761dc8c1e6352262334d1fc25fbc05

Observation a8be3695-ba92-403b-becc-19e2401123e1 · outbound

This paper cites ChemLLM: A Chemical Large Language Model.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning ChemLLM: A Chemical Large Language Model

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:45:51.799506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:81b8965d58a88f501705e5f254b0274b00f8a8da18ebcfd8c11067b0ebf12e22

Observation 9c648d1a-9904-4870-82c6-a8168bb6363a · outbound

This paper cites Codeagent: Enhancing code generation with tool-integrated agent systems for real-world repo-level coding challenges.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Codeagent: Enhancing code generation with tool-integrated agent systems for real-world repo-level coding challenges

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.106428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:314cce8639c653a16c45de5f3b980451bca288d35d9992ca5317a0ba11f6a454

Observation 7e0d8550-8d95-4c38-8244-380e518137ec · outbound

This paper cites Chemdfm: A large language foundation model for chemistry.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Chemdfm: A large language foundation model for chemistry

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.110157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:965fb26e5b3cf163f50954f2d389c31a049e72968d3d5c1f3e00a1725c47229b

Observation 95e07796-e249-458d-ab47-eadba90b1d3d · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-11T01:45:51.822329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:250bbc903522de4b6dd49eca9d093b675233f6e589bde8ba53297114bf27acf7

Observation 3d11d6e6-e89b-4d01-ace2-6db949ffb318 · outbound

This paper cites an unresolved cited work.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-14T16:17:05.115548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:17fa5dc6d770a1258dad487d1b8019e9cce63ad99523e5a01a711deceaf84014

Observation b07fa148-9a40-4000-8c45-2087d5fcf44f · outbound

This paper cites an unresolved cited work.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-14T16:17:05.090323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:12f10b99ef19ba84f75a7648441870e2572d997e21034cc7b63a9e6e9879f554

Observation 31350b4f-f209-42d7-9b28-4dfa74b46a7d · outbound

This paper cites an unresolved cited work.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-14T16:17:05.111864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:41e3c1d98b600f868379622ef7fb1df06a986c814b783c0a15213bdd29908868

Observation 52a0121c-ab4e-457b-a8fc-a029d20a7e0a · outbound

This paper cites predicted_cost_per_gram.

Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning predicted_cost_per_gram

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:17:05.086541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:29:47.384341Z digest=sha256:c9433497d39b0624816dde15b4c7b8a9534b613b2040762bd3c7392a30c0b4ae

Pith citing papers

No inbound Pith citation observations are available.