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Paper Citation Record · LEDGER

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases

As of 11 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 0 inbound Pith citation observations for arXiv:2506.17484.

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

pith.paper-citation-record.v1
2506.17484 v1

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:35:29.482923Z

measured 92 of 92 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

92 of 92 outbound references displayed

  • verified exact2
  • verified fuzzy6
  • unresolved83
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5db15f4a-1932-4a5f-9eea-8b8031dd8527 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:20.718995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:20.718995Z digest=sha256:40455b02079c7f9cd9a3d7744ef706b82319d5d7dfcb73bb8303b0d35c8bb7c7

Observation 0adbc7bf-c92b-46fd-8aef-5ec6460394cf · outbound

This paper cites Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:20.802453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:20.802453Z digest=sha256:f7b10c995a3be2484e0638b858e3d6fda92867ff5b7ec2c192d3222bba79b492

Observation ab96c310-17b5-4b05-8e9d-ff0ac6e69a98 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:20.906571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:20.906571Z digest=sha256:6ecf299e107c519ee041f79e18842ea78b4a677354c18658ebeabad9e3d00fde

Observation 4f4e690c-d9c6-489d-b34a-408bc4b6e1c3 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.020045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.020045Z digest=sha256:2467d93893ebbcd470f5070811f47951da426f68926dbdcd96fbc7032dddc51f

Observation 6d30d9f1-6906-4ac2-af92-585024db4d6c · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.103182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.103182Z digest=sha256:3a8baca28fbdd752d8fdf3cbf857e29f69b129ab1e6d724c88619c6c8d7e9b42

Observation e49d1733-77de-472d-ad7b-841f00c876f2 · outbound

This paper cites A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.215729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.215729Z digest=sha256:950f46d611878983add0084aac5aabc42813b19087ac49eac1dc5a8823a544ff

Observation 32fb0512-7805-4180-8d4b-565d7eb354c9 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.337351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.337351Z digest=sha256:fd44a826838ddc81e35e80ff4e3ddb1d6aef1578d5ca8738298d493ec92694de

Observation 568e9a23-515f-4351-80e0-ffea82db0361 · outbound

This paper cites BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases BMW Agents -- A Framework For Task Automation Through Multi-Agent Collaboration

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.471905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.471905Z digest=sha256:307899461b9aaf443a9381d10617bdc3f0a489c05d33c0440d8e47a946919062

Observation f1970226-e4b0-485b-a136-62ca3c05a7d9 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.550796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.550796Z digest=sha256:9f7e2f70063becf94358637caf05fd6a02057d9f4b940660db9542da52880e1b

Observation ea50f7e1-70b3-4111-9bff-15f4b5abf02a · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.657828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.657828Z digest=sha256:0c2b442f2e92561e4f068a4d9a61ef48e6e4a8f6edfc0076825bc7883fb30135

Observation 7aa54c5d-d943-4ead-a405-5d7fe360a0aa · outbound

This paper cites Evaluating the Effectiveness of Large Language Models in Automated News Article Summarization.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Evaluating the Effectiveness of Large Language Models in Automated News Article Summarization

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:35:30.147338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:21.737705Z digest=sha256:a5169e6bdead6d2d548c1ffa10ee1b812e19ca10b4f1b5ffcc92416d4059f712

Observation aaf66040-323e-4370-9272-e94521510bb7 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.828426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.828426Z digest=sha256:5443dac0d70cb68b704ae61e87a9ae392b5af7f631163b7ac516aa481a70069d

Observation 77eb4d2f-db0f-49b3-bb75-8ac881f9be5b · outbound

This paper cites LLM-Powered Knowledge Graphs for Enterprise Intelligence and Analytics.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases LLM-Powered Knowledge Graphs for Enterprise Intelligence and Analytics

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:21.934497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:21.934497Z digest=sha256:46cb77d97e04a46785f9e6dc3c72fe5846a32b351e65ab72b4fc5b2d566d5557

Observation 03edee57-7956-4ed4-a376-095ed7354a54 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.004190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.004190Z digest=sha256:2ba80e5043b227476094b4d0a285f9d789302a61a5155b130a792708e82ee772

Observation 945290d4-0cc1-432c-87d1-91e25088ab06 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.162627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.162627Z digest=sha256:13ec622c190c641d0ef36be51e3b7dc760bd1452c36a1b3da95c738ffdcc3cfb

Observation cc66a4df-f944-4067-9ab9-c8e12928d836 · outbound

This paper cites 1995.The Knowledge-Creating Company: How Japanese Companies Create the Dynamics of Innovation.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases 1995.The Knowledge-Creating Company: How Japanese Companies Create the Dynamics of Innovation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.254913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.254913Z digest=sha256:b80079a25e2b1dcfde0703234146e954a6d56b75e79637f6bf1193560044b75c

Observation 98f7aa35-ad8d-47d0-9ea5-8a631c7f8241 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.366391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.366391Z digest=sha256:1542c8311d5fcc3b89de46e007590b56bbee13d5e539cd363fb3f3113bbd4de2

Observation 69ddb793-0a68-4a5f-8ffc-e700db3e4254 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.500163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.500163Z digest=sha256:c98f66bed1d86f2d61ad5a0cd442e8b8f4cdc74a41876a099eb07f433eae75e8

Observation 1f929f84-fa37-4453-9863-e2e1c64c205a · outbound

This paper cites Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.667761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.667761Z digest=sha256:1924a2e075e15aedd6ef2856e7c161cf0cac8bdd1b00c30e51577f6bfaab0698

Observation 52251101-e342-4618-92a7-fa6431d4894a · outbound

This paper cites EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.794070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.794070Z digest=sha256:f81f44f5aeddc0178be25c44460c75b110d401359440a90ca34d2d5174117209

Observation 90c728ce-124d-4dc8-b636-8b52bb30d8d1 · outbound

This paper cites Exploring the Potential of Large Language Models for Automation in Technical Customer Service.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Exploring the Potential of Large Language Models for Automation in Technical Customer Service

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.875694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.875694Z digest=sha256:71fda67fd3dd45488179da87bc462fcbd0854e8d6a22c9a7ae632a5872c289df

Observation f9602416-9a09-4542-8c01-d8ba33205b02 · outbound

This paper cites General LLMs as Instructors for Domain-Specific LLMs: A Sequential Fusion Method to Integrate Extraction and Editing.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases General LLMs as Instructors for Domain-Specific LLMs: A Sequential Fusion Method to Integrate Extraction and Editing

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:35:29.837231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:22.971066Z digest=sha256:57b86ced52256db4bd0a05ee832003f1c4d2cd471a3cb4b2f62ccf678192acc3

Observation af565bca-82a8-4c4c-8c5f-1e2372d3b7b2 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:23.075769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:23.075769Z digest=sha256:bd80f6d133ced2f51d2462db24c3caf301139d234d2901162ddaf1c75a98a76a

Observation e6829b9f-a8ff-4ecc-b41a-a431d6c07a91 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:35.494752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:23.162519Z digest=sha256:36b6d512023d5d5b51ecdeec57ab75e1c95361eea399a61368fb86d07000f620

Observation dac5b478-99c3-4e26-9c8b-31782a9e3aa6 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:35.374851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:23.289679Z digest=sha256:be5d72336445b7d125818e01c17365cc3f77d0fb5187287a78e68a31561985e9

Observation fc192347-1362-4325-b0f5-72236d866c4e · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:35.234747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:23.402473Z digest=sha256:b0885f87e087525f8c74d6f6d4b8100190c574ae5a4ac9202b33a19681c0c9c3

Observation 29925ef0-ffde-4e3e-adff-10c0e0692129 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:35.160199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:23.505322Z digest=sha256:69f61e86ee0e0edebc33f5bb627521d6d90685dfd7042606f6f92a64d52fe712

Observation 21fe487c-a8a5-4886-9675-312254c5ab5b · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:35.094833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:23.585206Z digest=sha256:11241edd3d632e6a856427f9c20ddf94822460fed10787f190a8609bbaceddb6

Observation ad509811-f367-4938-8160-403882ac80e0 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:34.967311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:23.712342Z digest=sha256:605801eb33f1c1bf3169e2ceb2e56f8edba94996ba7939aebbfed473c7d42b3f

Observation 016234c2-fb22-4ef8-8851-217c55f5208d · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:34.841831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:23.862548Z digest=sha256:2f8b5f83026a1aec73d11b99af417bce3a9ea9a0e4e9f4f4cc0a4fe653b0e555

Observation 6f15af21-c639-435f-99b6-e6361c6db7c6 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:34.750117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:24.028549Z digest=sha256:77a79e955fab431c498d39c0cac35d790b0de8601aaabf13e26c2ede021ae347

Observation 7e645afc-18da-4eb6-b0a1-21767decb7b7 · outbound

This paper cites categories.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases categories

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:34.594750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:24.103387Z digest=sha256:2374a8be96c0b8a9a4692ef388eeab82c5925ae477498b780cc10e6635cda954

Observation 3861be89-9fde-4237-88f5-af8a41bce1f0 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:34.414753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:24.249124Z digest=sha256:68bdd79e61ee730f85742104e45e4f777eaac875403ac3e42bc34b78f06c13be

Observation 837873c2-b561-4034-9f11-98f8690ed6b0 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:34.296573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:24.412634Z digest=sha256:45459472553ad67d7ac24f34ffb0f210e12d3bd01e3aa10ce56672724336ad9c

Observation 2926cab0-24cc-48f5-bef0-8c69e27c0db0 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:34.183444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:24.525706Z digest=sha256:c3d600ef34ae6b5f9c3a2069c8a21515e1249b5170d76ab621b815593805a51e

Observation e5353fa0-d506-4140-b608-22fcd9d6b71b · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:34.071907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:24.636170Z digest=sha256:a22f88e1b4b48cc32398720c10ff127e1100833e573f305365f65e7e20024121

Observation 1a573b55-ebf4-4d85-a0fb-775da4f2696d · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.994413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:24.778504Z digest=sha256:d96301d336819eb1bd46eb867f0e00eb9caf704d751d10d705c05071f34aa251

Observation d33dc7a7-0240-4cfd-a13b-06950e47824b · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.947044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:24.925737Z digest=sha256:97b6ea9296e814a44c8316d5dc9a2be34fbf5f5c58bc9b153899fcb6cf2bb0c7

Observation 171d2765-cd8a-40ca-8a82-80e3d4f79066 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.823729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.041900Z digest=sha256:e8f0059d0cadc9f6515ca132ac38d7dd420416be4ef179528c4ddf2fd4b173b6

Observation c6f4b044-9af9-40f4-8f05-8d8bb71b53e8 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.781255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.178479Z digest=sha256:5bd0699b9863443cd9b3bb3e7f3e6c4fedb8e7250abdfd677d228f3355351385

Observation 1202713e-9fd9-4053-854d-89eb2e426ee1 · outbound

This paper cites Zhang et al.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Zhang et al

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:33.758907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.289079Z digest=sha256:70d8904014fc0f03747d39c8b6af715eb85e796fdfc6264c64c9d6f15bc5b438

Observation 41d0ec9d-9f5c-4cba-ae84-5b99c8f60967 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.729143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.399585Z digest=sha256:6a903afa1f28a8586195b88481b956fbe3e07870ae2a259b95ce63f4a9462933

Observation 44465e33-e6e8-47ba-ad53-bf721bb7d4aa · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.710255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.478592Z digest=sha256:23c601adb90fb3e85303df7886ff221728cabc3c59e2b4790cba94b82560bc44

Observation e59bfd91-75dd-412b-8926-48666bf05076 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.693316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.545672Z digest=sha256:d59379c837e65ee5908952c92f8bedae264d924390e21925bd24ad0e1a4356b2

Observation 42b21f77-b766-4ace-858f-74ab169105c4 · outbound

This paper cites categories.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases categories

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:33.677751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.627272Z digest=sha256:311e30945056973aada5b7f0f76bc7658cbd44bb8977351372f7b223675a333c

Observation 439b60a6-d7b9-447c-b47f-8e170a0f1586 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.626944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.707808Z digest=sha256:0f85a1a24206295cbd8b0cfe6f19807f4c347004485761ff512961d354fbf923

Observation f893e273-17be-49e8-bd5d-f128bbecfb58 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.595013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.814917Z digest=sha256:cebd82338dd4e5208c7a9ba7ee10f638d587815acab20d1deba66f6ea166832b

Observation 6cc435d2-7ff8-4f46-8151-7d84a9f78b5d · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.579601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.877490Z digest=sha256:85b0feb35891b84b338dacbbaaa461a21e83e2ef13e10b70367f743c8ecd5cae

Observation 597dc05f-4f1e-4b74-9595-8a7f2658db27 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.534761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:25.945990Z digest=sha256:d9004d1e6e4cd021514bc9d6dfd6a64bf59864652bd9a639f923deb01e0ece75

Observation 0ea290f0-77ae-461b-9943-7b1af32f8e17 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.497496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.023326Z digest=sha256:7faa499cba7e463591cfdfcb63d96996ad4b517411dfb32efbd28ac7897b10f2

Observation 5679cb6d-afbf-4093-b8c0-5d3feccbef01 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.458026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.101807Z digest=sha256:3b337f77ab7491989cf2b6081124b07c8d88899027aa26075faed46c79c273e1

Observation 452cacfb-bb08-43cb-854e-9dcf6da445b3 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.439414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.167314Z digest=sha256:ecec07c46b5bdeb2298d54c8493cde69dfa8c58fb3db8782a711bdca0545dc7a

Observation 913d284b-9203-4c5e-816f-e770e048d20e · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.418411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.231180Z digest=sha256:2e8eab5e219290615b744e2c36e2933acb6206c528b28c3449f431aa98f1bcd5

Observation be6cc682-e037-42a3-a42a-013a28083a58 · outbound

This paper cites subcategories.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases subcategories

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:33.394252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.322692Z digest=sha256:0b24d1307e11b418fd1667d3f7776a9061d747d330f205fc2c7bc54dd03ea59a

Observation addfff6f-2362-460a-af21-a6ca5904562b · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.378926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.376367Z digest=sha256:372dd90b02dc55e7a61e8b47dff13f2c3db6c60f350438c3cb95a0d646b9f763

Observation 2e0e6573-9cfd-4405-be3c-27eed7affe05 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.349318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.479672Z digest=sha256:24f648d51c2ffd5bb2ffc22a858844708a95ecaf82bb7105351eb21fabbd9856

Observation 528f05d8-ee38-4ba0-8403-526a70aaeb0a · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.308934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.559626Z digest=sha256:373b5803d4c551c67424f70747e9d620345a9008a57ef9e33b5102437332eba8

Observation a0d997d3-89dd-448a-a848-f20b2655a873 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.289528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.720463Z digest=sha256:2638184fea26da4a0b83d18dcce895d4fa7c67c8da04a74e7ae0bec731736994

Observation 357afa3a-6e35-4786-b5c9-956a11bc727a · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.250275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.809701Z digest=sha256:922d6904f508b20d47382f74d791d4cd35e43af989fe56b014b80991cb5fef86

Observation 5b449ee8-591f-4c64-b931-1c5271d9a61e · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.134796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.903186Z digest=sha256:b22b1d9d7eb0674000c3105ec5dde415a291bc9d5eefaffb0b0ca71c4c0b1e90

Observation 58218f47-92b0-4ad8-8a8e-758892794a0d · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.080993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:26.969772Z digest=sha256:53ef31e6c143708d03f8f8712b58d73abb1e3f3ba18e2700e971238dffe92efe

Observation 8ee784c4-8b3a-4611-9203-bd941962b9b9 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:33.030277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.026961Z digest=sha256:f56719de6453fc482a45cfe95713dfd135134dd9297d55d2e0d7740de2a7e078

Observation 5a747cc7-5e61-49c7-b867-237cf32b2bcc · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.969611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.096523Z digest=sha256:a3cb9f1e2269f34183c5668045f385ec06f43805ef424294e17239d9f56f4337

Observation fee58d39-20da-47dc-a3ff-1aaa76d2c458 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.935744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.181126Z digest=sha256:8ca738e0374e895bb11f64cef620f1e216d648c00a0c07e9fc189e251548170f

Observation cdb7a9e4-5ad7-4e9c-b604-3c9a123e2785 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.907331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.277635Z digest=sha256:113fc7296a8b23f5bcb3d8d82b07ec305018298a5ac37ce12ceb548f5446ea6e

Observation 657cdba2-e736-44ba-acdc-ed2b4fadfd69 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.852385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.379351Z digest=sha256:19640119d6293385b1f2d742e44b0d1e88157169a1ea7eaeeb7cd4066c06400b

Observation 2cbd7d61-7578-43a8-af9e-fd1b4d66ed07 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.830280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.476564Z digest=sha256:a9efce9ac5ed6bec30723b8090e03b8c9ea69cf5278edf3d2a5219f2c6ae6fe8

Observation 0d937c9f-f8a4-4b9e-9476-a22f5612db5e · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.800833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.530930Z digest=sha256:beb9b200e1159a3432e45b5a93ffd6a4fe67bd61f4ed258a45d49f6c0dd05004

Observation 13e063e7-1c7e-4c3e-956c-f4342e93d269 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.785857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.583510Z digest=sha256:82468e378b824d612688302a1320fea0e6017fa5da5fb281d4f8795efdf608f1

Observation 51f2c9c0-1fdd-4d73-8a66-da0a41860952 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.755556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.628575Z digest=sha256:41f4748e3a8479e6ad8f204713b59b665f0300be179b8f40e72fe10e26a617b0

Observation ea60d58b-e72f-44ef-ae9b-bdb4ed9a9288 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.698882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.712513Z digest=sha256:45ced2bff5a22661d9769310bf009461f2d8cd3dcc09fb50fb31eae613901ef0

Observation caad5963-f515-4cc3-aa34-a0f68a207889 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.661331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.754582Z digest=sha256:b1098d79f14e7b3730fe13bc2f9964f41efb44c3551979714b67ea8525f2943a

Observation 76c0e946-9f75-422d-a715-1602699e6083 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.630318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.799580Z digest=sha256:17c67bc6a2b1cb76711fecbb52977ec23c9099b03580771f485fa5f713807dd6

Observation 9de342b3-269f-4316-a66a-af7ab854b4f5 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.600827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.864120Z digest=sha256:f1c16af77fd8621360016001c4bc22e55af0bbb3d04912da73c57bd4e3f0cd3d

Observation 2a15e804-e990-4e4b-a621-96ceaa886500 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.571795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:27.929397Z digest=sha256:ae3102de2fb185c7ebc9f36272158b96c2d8838586379822214ed87ab2f8f5ad

Observation 62cd8643-c71b-4b24-a9b3-094ee1ca004d · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.557009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.005983Z digest=sha256:b0a350f65124f49a8278786e8ab79bc858df3b9b7a7402828928115c21dee314

Observation 9ad2b577-fa28-4483-8114-983e40937152 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.522279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.071044Z digest=sha256:99e8a7a58b0677b144ba7310c561f42d517114fdc21be32e1b2796c10a5aa716

Observation 0d666a7a-0fb8-43bb-a35c-4765acdedef4 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.501844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.172895Z digest=sha256:925b36f81642c3159505f450068a144a1a35a5e86e3e980a68cd4db1f0045164

Observation de4b3ea3-b033-474d-aa06-89dafc63232a · outbound

This paper cites From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases KDD ’25, August 3, 2025, Toronto, ON, Canada.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases KDD ’25, August 3, 2025, Toronto, ON, Canada

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:32.474758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.312492Z digest=sha256:f2c72d5116701893c1c9f3f3ef8dac154c4db85f601e033ee38305a87c277540

Observation 5ce32da7-5770-46e7-a55c-69015498ac63 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.456262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.380690Z digest=sha256:94b056b96ae86941a75c4ef79bffa14ec4656f53f73233f000685a03b4edfda4

Observation e1789719-1aab-4527-a939-05ed28cef489 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.441887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.477234Z digest=sha256:c166defa9cc517b62f29fe9feb93b262edc85a25f9c66fdda0c03e55b1fb78f3

Observation fdcb4cd2-d8db-4caa-a221-13ac7f103d1c · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.410007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.611300Z digest=sha256:c13875bf332456efb630ab279ec7d6ff42fe9f4021818ce65a525663f1eb03d6

Observation 8cd65813-68b9-4b24-be70-9eb3380f5a2a · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.228934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.672692Z digest=sha256:a47cffb87d195a0d4f71a1d2a35b9ec4af4dee46a53d996b22e85c587975aac7

Observation a2aa4bdf-b2b0-4db9-985c-8da104d50d31 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:32.021096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.790536Z digest=sha256:d8f90b4336aff92080c18a0a9d03c25a95e4627c34b053552b6374b7e082e462

Observation 393debf6-ac60-4a5a-8549-4954bff491aa · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:31.852743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.851574Z digest=sha256:44312a880edeb6d98e0910766355f54f775ce15cedb1869fa17e57b009ccd0a3

Observation dc525028-ef5f-48cb-a730-8e08edabf0cf · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:31.765978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:28.905495Z digest=sha256:76e841a013e6d83416000c2f4c019fd05e5715e756c19f6fe6a19256393e5920

Observation 9ce1a54d-12fa-46ac-befc-e1e85666111a · outbound

This paper cites This comprehensive evaluation framework ensured a rigorous and consistent assess- ment of RAG system performance across different knowledge base creation approaches.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases This comprehensive evaluation framework ensured a rigorous and consistent assess- ment of RAG system performance across different knowledge base creation approaches

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:31.432633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:29.036109Z digest=sha256:8ef6f03d97a9664ae7bc249a17653e630c75eea5b772d09b6587352c135ec907

Observation 32e56050-4119-4880-bf4d-3eb3c9945004 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:31.214940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:29.190204Z digest=sha256:c7bf9910dbfb9ad4f5d63978aec6aae8f25c28aa645b53efe0aa021d829980ad

Observation 91bbf038-5a39-4f50-bdfb-8667e6387b4a · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:30.960206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:29.242981Z digest=sha256:56858a92459467a107d80179c6253b3924ddd1e00193356433b5fb2e14ce73df

Observation e4fe736b-aa98-4b4f-9f00-50123821927f · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:30.779889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:29.367867Z digest=sha256:6bf3f9705df490528fb5c123684751380b6d44d3e029583d920e540029d4cbe4

Observation b036c818-d625-4e10-a460-8d864d1174d0 · outbound

This paper cites an unresolved cited work.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Unresolved cited work

Reference 92

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T23:35:30.595151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-06T23:35:29.482923Z digest=sha256:f63d16230daffbacc2a88de57a203183bffc1fb8b177bd81565d7d43d50a781a

Observation 635bf9b6-49bc-430d-8c8f-508d68acb510 · outbound

This paper cites Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation.

From Unstructured Communication to Intelligent RAG: Multi-Agent Automation for Supply Chain Knowledge Bases Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:22.066449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:22.066449Z digest=sha256:79e426def263821098063cbf48b321380784f9059a56b26b77eed2080a66f60d

Pith citing papers

No inbound Pith citation observations are available.