Paper Citation Record · LEDGER

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing

As of 7 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2605.04003.

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

pith.paper-citation-record.v1
2605.04003 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T03:37:06.875455Z

measured 41 of 41 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

41 of 41 outbound references displayed

verified exact4
verified fuzzy8
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c55820b1-124d-42e7-9570-6ed86dfda23f · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.831459Z

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.

Observation 4aad2c6c-2fee-4cc0-b7e6-fe1819850b65 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.827175Z

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.

Observation 6ca166be-aba5-44a0-9c73-30d2b8fda758 · outbound

This paper cites Williams, R.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Williams, R

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T12:29:09.815831Z

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.

Observation 0890e6a8-7c5c-4178-8b14-cd8b798656c1 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.824202Z

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.

Observation 825c36c1-5b7a-48b3-9573-8bab34c1357b · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.813016Z

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.

Observation bb9c6876-a9e8-46e2-aee2-f718bd71bda9 · outbound

This paper cites Cao, Multisensor data fusion-driven digital twins in computer numerical control machining: A review., Machines 13 (2025).

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Cao, Multisensor data fusion-driven digital twins in computer numerical control machining: A review., Machines 13 (2025)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T12:29:09.809734Z

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.

Observation 147af04a-025a-4d7d-aa80-2c9bd3cd0231 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.806002Z

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.

Observation 566b6703-3fe8-4829-bfbb-b4a3407cdd49 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.802422Z

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.

Observation 1ab7fdcc-5ac1-4044-943c-b43eae56e940 · outbound

This paper cites Hoang, R.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Hoang, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T12:29:09.798691Z

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.

Observation 1d4ee151-14b6-455d-8426-954a50e8d725 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.794332Z

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.

Observation 7a02590a-53af-42de-88bb-a4d74dd190c5 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.788392Z

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.

Observation 66fb0722-3686-4b95-be60-12d2a79bdf68 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.784985Z

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.

Observation de79c879-9790-4c63-a4ab-d3a53a63c6b2 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.781245Z

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.

Observation 90bd98c0-ffb0-48bd-8d6a-8ec00fd5dc1c · outbound

This paper cites Kukreja, S.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Kukreja, S

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T12:29:09.777566Z

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.

Observation f2ad76f2-d9d9-4515-87d7-6e5dd9941c20 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.773502Z

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.

Observation ebff7013-4d10-4ed4-baca-731b26e6b7f0 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.710134Z

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.

Observation 5fc1320b-138d-4185-bb7f-45966927370a · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.770687Z

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.

Observation ef4b2ce2-47c0-4a05-84e8-e6bfe22fb535 · outbound

This paper cites Knowledge Graph Fusion with Large Language Models for Accurate, Explainable Manufacturing Process Planning.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Knowledge Graph Fusion with Large Language Models for Accurate, Explainable Manufacturing Process Planning

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:01:31.948688Z

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.

Observation 4148f54a-9e0a-47de-8fa7-6e9eb279d15c · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.821396Z

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.

Observation d2d248ba-4b26-4a1b-a046-49715e0de379 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.818594Z

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.

Observation d46dd8ec-29d7-4bfb-932f-f3f4dd624e57 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.767499Z

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.

Observation 8a59d047-8435-4094-a37b-210638326d52 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.764304Z

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.

Observation 70fb2046-6c09-44a5-a369-db626f8735e1 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.761079Z

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.

Observation 28a5c8be-4547-4806-901e-dd9fbef90e52 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.757773Z

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.

Observation b51c7ba8-745f-4a61-a493-3d5528042bee · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.754817Z

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.

Observation e51b5cf7-072d-4d54-98f9-a5f756ea022d · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.751759Z

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.

Observation f7880d07-391b-41c4-ac59-fde3a62adc73 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.748420Z

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.

Observation 9e6d63ed-cc48-463d-b12c-45bd4fd5efff · outbound

This paper cites Hossfeld, A.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Hossfeld, A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T12:29:09.744719Z

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.

Observation 2d9c2b1d-4bf4-4b71-8850-1fef409a0bdd · outbound

This paper cites Large Language Models for Manufacturing.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Large Language Models for Manufacturing

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:01:31.962931Z

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.

Observation 421113ab-ed67-4eab-b70f-ca76f8e56066 · outbound

This paper cites Kernan Freire, C.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Kernan Freire, C

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T12:29:09.741379Z

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.

Observation 9b5c6c84-eeed-4997-956c-3b28212f7ca1 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.737433Z

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.

Observation 1de4cc61-2e7d-462c-89b4-d1a9f66320ea · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.734376Z

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.

Observation 0206b273-35e6-4dc1-b7cd-560df1096945 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.731213Z

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.

Observation 01cc2f22-942d-4603-9149-1b38f627a40a · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.728093Z

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.

Observation 8561de93-6052-48ae-87fc-7937a67876ad · outbound

This paper cites GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:06:29.750020Z

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.

Observation 306ad979-ba43-4e57-9b4b-83dab967a9e1 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.725163Z

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.

Observation 963bae62-f205-4c47-ab83-52a662459286 · outbound

This paper cites Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:01:31.953582Z

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.

Observation f04be1ce-f16e-46eb-aaf6-2e5435918d16 · outbound

This paper cites Hossain, M.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Hossain, M

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T12:29:09.722179Z

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.

Observation 292b072c-a0bb-4241-a3e7-bc2762c9c4d7 · outbound

This paper cites Ingle, D.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Ingle, D

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T12:29:09.719164Z

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.

Observation e25ba280-2d3f-4282-9ba3-210b9f13f6cd · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.716287Z

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.

Observation 0b39e440-59be-4830-a303-8094b00b62c9 · outbound

This paper cites an unresolved cited work.

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-27T12:29:09.713090Z

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.

Pith citing papers

No inbound Pith citation observations are available.