Paper Citation Record · LEDGER

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design

As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2412.05937.

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

pith.paper-citation-record.v1
2412.05937 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:14:34.621539Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:30.578188Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:35:33.264459Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy1
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a81c030b-4042-47b9-bf19-cf535bdd85b1 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.555766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02dfe462-3553-4d27-a98e-a10c747aac8b · outbound

This paper cites write newline.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.561554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb58d208-bb2f-4964-a938-e895e2665377 · outbound

This paper cites Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.567135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ede743a-bea9-4010-af13-b526898a89f0 · outbound

This paper cites dZiner: Rational Inverse Design of Materials with AI Agents.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design dZiner: Rational Inverse Design of Materials with AI Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.572666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed79a087-ec0b-4d86-bbdc-3497406ec02c · outbound

This paper cites an unresolved cited work.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:14:34.862208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a1189ba-b99c-4937-abf4-61696bf0c4c9 · outbound

This paper cites an unresolved cited work.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:14:34.847289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 622cf435-43dc-48ff-a387-6a3920e3b826 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.587629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c484b2c3-c299-4ff4-b1cd-7789f0e5fa18 · outbound

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

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design LLMatDesign: Autonomous Materials Discovery with Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.592630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7ab17e3-197f-4228-86b5-ea6e006a1b83 · outbound

This paper cites B.; and Na, J.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design B.; and Na, J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:14:34.832306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 716080b4-440f-42e3-aa40-04e7b0005ef9 · outbound

This paper cites u ttler, H.; Lewis, M.; Yih, W.-t.; Rockt \.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design u ttler, H.; Lewis, M.; Yih, W.-t.; Rockt \

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.602998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05018500-0b0e-4b0a-b114-b4809af62a8c · outbound

This paper cites J.; Wilson, A.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design J.; Wilson, A

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.607469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c570b3f6-fee0-48cd-8366-fd5d44ab9477 · outbound

This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.612124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation defb42f9-5f2c-4685-84e6-7d6d56d99630 · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T20:14:34.617325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ae63e39-caf0-4341-9fd4-e6a43cb78a7a · outbound

This paper cites an unresolved cited work.

Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:14:34.798453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 5bdb2fcc-956b-4e20-885b-a04b380ef094 · inbound

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up cites this paper.

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design

Reference 47

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:35:33.330708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.