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Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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:b74d7768b602c58ad48a45136a9af004e5e7f8aa5f934bd73a4da9c22d5fb248

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=sha256:5a8b32e290faa2a62360635c41c716063113333d0a59343f981a82fc2c583baf

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=sha256:73970b7c080ddd8781b2fb893da1ff30401a457f5e358de31d3d8c97e5b6647b

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=sha256:59058692ceb044b739f3466eb12a6313dd6d747447be3a42295f9a148ab4430e

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=sha256:5f83256fb4688e138dfd399991616f23286a5e7a5a6699e68f05c5b900e3143a

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=sha256:8938740bcb0e1d1253737016082b89ef62e1b2e5644b915d8c03d46999d88320

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:a9ebc44423e93f09d70ff01453b484c7fc7d3f17e71ee5e3e4e6dae9016af047

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=sha256:65ba61d58d9a7b7f61765ab9b0ad7e7d21ae1d24e8e14e17ef04b0660b481248

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:c50d5fc626c6df160a7e89422c85e69243ec46bf74daab724f1f9a7f448eef14

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=sha256:0a9e91a27ff325a35e39910d84bc67b6d808a3e73724bf822dfc70e7d67fe75e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:21.737705Z digest=sha256:de245fc5f7a5fd9881004e80b59724d45ac434018cf0d473a00eed420b93c4df

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=sha256:0c06b3c0e8a69142ccd1364ee7aced156b5928e7717bb6918cdef35f660b8b7d

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:f6726bbfa62b4e8e84b07dc9d806d855912d3048f38e19b0d78619e2a23e79ff

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:c20d57e5bfa8f4d4e7fe51a5d1d752f74cd394e6683d94df8d08ff9c45819596

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:be0d63a190eb492bb4d39426a8472c241f1058e5e5ae95e691ebfba54144cb1a

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=sha256:06e2f2c542e45b30a54b87e95f83dfd7b534b38da122adeb885cd045705df54a

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:bc77d82eab1afbcfa2b8e3b8e59707afd9168bc32c5a134dc13ef402866b2cc8

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:f0aeb833530a1df7617b5cbda8032f9fd334cede4efc4cd352c87b529a9253ae

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:d2f8f4cecea1e5f55f73b72b6cdf5bf1907f6fdc8857b43361ed1000a5f06798

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:c79fbca1832ed5371e33b548371955b5eaea4a2e2d0295b794c14b5cd78f5af7

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:ebf5e0bfcc68fd7360d5926f773d514b763c1f69bf17c8b6da1ccd864d20c4d9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:22.971066Z digest=sha256:3f91915f5fef7a5301eadd67470c1679de1ad39995b905f3b05cd3ac2212f8e2

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=sha256:9465b89212056cd2b4a95c21b51ca8c17028b31d66c76c23b0d18a96ff8c32bb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:23.162519Z digest=sha256:be11b0069ecc3b36565fe72fb22145771bc1cf25de62022fe99e85454ee2b248

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:23.289679Z digest=sha256:dd685e8fddf8bd209dc7843ff709733c663239eb0fb9543da1042bc6f665cbb3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:23.402473Z digest=sha256:8bbffd5ad337727cf736c433a72cd1098340c93e82d4aa3d9e3f02d31de6ab84

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:23.505322Z digest=sha256:6a12d26a812bea2d6778954ea2557027db5660bb8fdfbb58c0e0197f63a26d4e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:23.585206Z digest=sha256:df81c2d8d9a411908cda4de381749b891ff479ed843a30462f90bc17ee75e05b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:23.712342Z digest=sha256:13319420c531560ce4f9b87e667425adefc40b976df38e68586b2a17ada91057

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:23.862548Z digest=sha256:c9da3d8547036e8425de54b6c9569197a44d3dd4628c87e6a34ea730d20e8557

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:24.028549Z digest=sha256:64ddd398c90a9bbec73b4ca0270d20df3a7f0c7ff8433229d676ae5704325b7d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:24.103387Z digest=sha256:91fed202149be490aa9ea8dc079bb1b309e8225a571eaea29e51b6e8ba4b9db4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:24.249124Z digest=sha256:3dc6c2489daefa561517ad8bf667b50cef816ac718cedc96b0f694624705fdd7

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:24.412634Z digest=sha256:23d8cba1b6cc83db475c387fe27a5e2218b3e195d8bd896757b1a442d8a8cc78

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:24.525706Z digest=sha256:02c48823b33c35d59e5307c88e0d7e7b69d6d4b1274b2ed92fc150733c66e0ec

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:24.636170Z digest=sha256:5b723c31d40813b2deb7d171867bbbde243847ea6ed37fe9254d1b8b09e63066

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:24.778504Z digest=sha256:7c50c92aedb7733bbc88f1aa67f2f6632e8d049cc1b02dc8852c1426e9002c0a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:24.925737Z digest=sha256:695c7de7c30718f5c9fd91190f42e66a04f37cb64c20379cc436fc26fd3366c7

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.041900Z digest=sha256:3ee6b4a439068245b3fc2d77e54b9f4df0d72464efb359610bd5a7de5ca48221

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.178479Z digest=sha256:075130376e64d879692903fed5766d7565356d36675f36d328ecad3d7f68bbdd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.289079Z digest=sha256:6b1c0f3087affc43bc854ff50ad86c377b4a42f7e8673ede9dac8dee7708f7cb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.399585Z digest=sha256:372823aa14778aeefbfd2acbb07a8244d1e0ba3ad6b448d9fd9c5407f9f36c1d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.478592Z digest=sha256:132022c8a3389912328bda8dee11bf84ec423a415f6609201ccbdfcf57fabac9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.545672Z digest=sha256:5a9292df5bed19431d4f5abf85a9bdad7d22e1fdd58ac572a38e61a844f90140

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.627272Z digest=sha256:4e2812742f54c06f901fc04f9fb7cbd9dbf7cacb02eccbfc0fb87f032a4dd0ba

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.707808Z digest=sha256:afc4bf613f3f8b1b92f3ac2633f870a403eaab1d8ea2d61afacd7f0dd01b9f31

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.814917Z digest=sha256:36982978152ae83eede88b1d687d7464f4b92434dc1255405caa45903df99c60

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.877490Z digest=sha256:5088337b4a59fc9e627718b6f174af3107e5baf135662c87fc3fae50201ed0dd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:25.945990Z digest=sha256:47aa7b5d968f624ea210b038e742dcadd2208811078b80297b5d2d54d8df742d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.023326Z digest=sha256:fa0184aefabaf5460c03cda37b94c8eb3af0a1f850e0a0bd97c924d38a8747e8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.101807Z digest=sha256:b80d71aaa5b499a70b034cc4bcbef9d1935db56da0df90fc352314f805511ad5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.167314Z digest=sha256:ca7b6b74c371d9ead8a677144c734aae1ef33e69ecef52b6c57cbd239a5b0bb1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.231180Z digest=sha256:4da34a935774fda6f2f6db45e68eb4b3b2005e032652f7e4a3b3608ea5ebbeb5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.322692Z digest=sha256:41593a74ab977208eb574a332b16cbcd04491f844022caa27e8a912e1c876a47

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.376367Z digest=sha256:7d46330b3452b36483345294be4349d2017b68dd93f4b39c87f99b793fd4cd67

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.479672Z digest=sha256:e7509b9e978e4062aef216ca586a519b3c1d220ec8c51e8c5f684043040cd8fb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.559626Z digest=sha256:dba98018c656ea2c68a984306111ea8c9a66e8bb7cc0987ed56ecbb9b249fe84

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.720463Z digest=sha256:fd8afebc2a436824321d85fe63ef26f84357ab148969414bd29952d2eda4ff45

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.809701Z digest=sha256:089bf4710e55085e660314d8f76ba165985216bf6ba87e312b29f38569639720

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.903186Z digest=sha256:9eab855e31e62c8b52e401e129ec0e3393262f491eea83da6820068bd3944de8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:26.969772Z digest=sha256:cf3a11bd0a836928559e3b34889e5567c90dfdf8b20253d2c2bf2bcf48060b07

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.026961Z digest=sha256:ee0bd2b17c80d7085944845215524b5fd82af6be163cfa65f3180e8f90a7d37a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.096523Z digest=sha256:79bf2c5bb51825b0300f1c9103f08b4030e28325c5d620cf48c15d225142f610

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.181126Z digest=sha256:79401fbc83b9986d686e8d65b439eb53d8acba5f36775c0d7c2ac78567b2d95d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.277635Z digest=sha256:ee86f9207719f905f62fbda6745c656eebee88aeff03458b17947e49825f7034

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.379351Z digest=sha256:6e387674b9f5fe3d6f30ab457620601706821580e7061949ee53ff84d1fb2ffa

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.476564Z digest=sha256:7b4c19dbcfec4f0819fbd16904d763a8c63030bf411ce47737bbf6c17a4ef60d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.530930Z digest=sha256:e1006a2f7df30531706d62e97df88ae42be7b6b0c630558de692289f2b720000

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.583510Z digest=sha256:f837b97613c6f1414b0772c3d492cfe9f8e760ec62da5fdae4d60b9f62d56c9c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.628575Z digest=sha256:2180d8deeb216cb0abc16cbe03318ed6fa75e96660d1c1c5dbc563e997db8ff4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.712513Z digest=sha256:94b2bea13e6e873212c85b189f311f0aab120eb93053ecb27acc977318b7dd56

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.754582Z digest=sha256:6cdfd9e1854b162e0589ad21440d55c0e0a17b7bd8b98247acf9dc5b39091f7a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.799580Z digest=sha256:2e267e9a1d770487566820a0b68216111730a54f841c88dc3a451e7c397d3d69

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.864120Z digest=sha256:87254a4074d7f61cb2dc85e1cd9609e8426c5e4ffd93508360a48dd91e136514

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:27.929397Z digest=sha256:bea3d4a65d1dd4c90d135ccb522db017b0bcb2a5a24784d84fe74809a016fbde

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.005983Z digest=sha256:c88b3b5111ea3f9569bea13fa16d32e6c3ecaf4ffdb189611695f88a77314f64

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.071044Z digest=sha256:6745229ccad891bd26e65de0529d43a03a65ca93a9ee8e11f659f6fca7367ab0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.172895Z digest=sha256:5f7c2bf4ede5f2c096a4461aaf2931a07541a3cd98c4c69c25a778cd26a47ef0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.312492Z digest=sha256:a21b62ec38d241df4c8957f571e5e8a3e52b04285e7e76bd6f70a6d9fca90614

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.380690Z digest=sha256:b1a1efe7845a535320b72d6982783d1a0312cb5ba3c097f5b3cfc6d4a8cabb30

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.477234Z digest=sha256:71ddc780ce14d1d5398141e03f09cdb4bc65c8c911e31a9698b1d2d187aaba96

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.611300Z digest=sha256:4e90dfb18a04acb978c7c2e0cf7d2cfef90aa08f6be2c5fe54cbcf060101df6b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.672692Z digest=sha256:28371949fdc1ef8f851eb622c24a7175bd34579e357a2cc962103cf80a04d03a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.790536Z digest=sha256:c9b3a89288253b1a7693cdba967b31d44472ecd69e402df0307498f4b5c8c0e4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.851574Z digest=sha256:4450bb841cebfd4b4efdd035444619836e24f24ea34586765a5adad22a3127cc

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:28.905495Z digest=sha256:3d4497baa9b1d3a15a4074aeaaa11cb1d9eebdbe9fcaade0f810d4599ad64e57

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:29.036109Z digest=sha256:341b77e841a884770e5ae80bb196ac5426342310e8ea74f6651dbd34214becca

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:29.190204Z digest=sha256:dcf1df4865e2b97ef70ebe5d9bd406329618fd3407e581a80fe577a380d0b243

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:29.242981Z digest=sha256:9e904de9086a3f1645e5b1544b2ed12a38a2bbb6a1947f5278cd71ef631e828e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:29.367867Z digest=sha256:edeb00447eddadc1ca1e416eb3ba8fcb2c424fa53d8789205126cdd0d8a66144

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T23:35:29.482923Z digest=sha256:3c51b5d23e42563063bf28c3eacd90bf42b2b2b683d1a40b9d93041ec014949e

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:bf3ab3be9501a56353fe35b3a34c4c02aa0f899db60c01e97dfe1a350a1f2d9c

Pith citing papers

No inbound Pith citation observations are available.