Paper Citation Record · LEDGER

Large Language Models for Supply Chain Decisions

As of 10 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 8 inbound Pith citation observations for arXiv:2507.21502.

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

pith.paper-citation-record.v1
2507.21502 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:43:33.175251Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:16:28.744905Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T15:05:47.331681Z

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy8
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e174b405-8ab6-49ca-b6fd-4691d2b09835 · outbound

This paper cites an unresolved cited work.

Large Language Models for Supply Chain Decisions Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:43:35.101742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b172841-7668-4fb2-8cc7-a2ba11ca0cbb · outbound

This paper cites an unresolved cited work.

Large Language Models for Supply Chain Decisions Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:43:34.858236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22501847-88f9-4a7e-99ca-c386b26b1e8f · outbound

This paper cites How much r aw material of type T does supplier S have today?.

Large Language Models for Supply Chain Decisions How much r aw material of type T does supplier S have today?

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:43:34.701704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5b738320-81d9-4df5-b362-87b40f518c60 · outbound

This paper cites What would be the additional cost if the overall product demand increases by 15%?.

Large Language Models for Supply Chain Decisions What would be the additional cost if the overall product demand increases by 15%?

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:43:34.477023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19f67df8-efdd-4ce1-8714-5236797a9174 · outbound

This paper cites For example, a planner may receive real -time information that a specific manufacturing facility is down for seven days due to a winter storm in its area.

Large Language Models for Supply Chain Decisions For example, a planner may receive real -time information that a specific manufacturing facility is down for seven days due to a winter storm in its area

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:43:34.307546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9af6e313-9f87-4616-90b1-043642c6a2fd · outbound

This paper cites What is the cost increase if we dock a certain demand a week earlier?.

Large Language Models for Supply Chain Decisions What is the cost increase if we dock a certain demand a week earlier?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:43:34.137770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 83670ac7-0bf7-4f72-bbc1-5408cef4b2bd · outbound

This paper cites In the chemical industry, supply contracts include not only pricing, quality, lead time, and risk mitigation information but also detailed regulatory requirements.

Large Language Models for Supply Chain Decisions In the chemical industry, supply contracts include not only pricing, quality, lead time, and risk mitigation information but also detailed regulatory requirements

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:43:33.906617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06997165-ccf7-46ae-b2f6-6d1307670609 · outbound

This paper cites language.

Large Language Models for Supply Chain Decisions language

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:43:33.727630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5cd8e52b-9dbc-4539-8659-1a0e1a459d3b · outbound

This paper cites Large Language Models for Supply Chain Optimization.

Large Language Models for Supply Chain Decisions Large Language Models for Supply Chain Optimization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T12:43:32.721547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76ed7704-d032-4c07-9f62-3f09c3174152 · outbound

This paper cites Efficient Cloud Server Deployment Under Demand Uncertainty.

Large Language Models for Supply Chain Decisions Efficient Cloud Server Deployment Under Demand Uncertainty

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:43:33.566190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1e7ebeb4-ab47-4c12-b2f1-44f1184953f0 · outbound

This paper cites How generative AI improves supply chain management.

Large Language Models for Supply Chain Decisions How generative AI improves supply chain management

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:43:33.404390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 948aa755-9b37-45eb-a5a9-cf74715177bd · outbound

This paper cites Prediction-Guided Active Experiments.

Large Language Models for Supply Chain Decisions Prediction-Guided Active Experiments

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T12:43:33.038249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78d3784-cc8d-4a43-bd31-222a5b0741ff · outbound

This paper cites Small Language Models for Application Interactions: A Case Study.

Large Language Models for Supply Chain Decisions Small Language Models for Application Interactions: A Case Study

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T12:43:33.175251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 09b4676c-68c9-476d-a813-2e49b750a024 · inbound

Validating Generative Agent-Based Models for Logistics and Supply Chain Management Research cites this paper.

Validating Generative Agent-Based Models for Logistics and Supply Chain Management Research Large Language Models for Supply Chain Decisions

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-05T15:16:28.744905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe7721fb-0902-442e-ace2-dbf428c358b1 · inbound

GenAI-Driven Approach to RISC-V Supply Chain Exploration cites this paper.

GenAI-Driven Approach to RISC-V Supply Chain Exploration Large Language Models for Supply Chain Decisions

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-19T18:02:42.471654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1034bc6-2ea6-4e74-a775-1fb961896f4e · inbound

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management cites this paper.

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management Large Language Models for Supply Chain Decisions

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:17:45.606875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc79292b-37d3-4eb2-882a-4675887377c4 · inbound

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management cites this paper.

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management Large Language Models for Supply Chain Decisions

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:51:21.788948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 91c9369c-898a-4488-9394-01e4a2a5d6f5 · inbound

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management cites this paper.

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management Large Language Models for Supply Chain Decisions

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T19:15:01.116714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bd1a7ecd-bf40-4cd0-86a9-1541e586ad31 · inbound

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches cites this paper.

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches Large Language Models for Supply Chain Decisions

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:08:12.188655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 37ded63b-80c6-4fbc-9d11-0a25db3fdee7 · inbound

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches cites this paper.

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches Large Language Models for Supply Chain Decisions

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:05:47.333429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84f3dcaf-bc9f-4e0e-95b0-e623d335467f · inbound

Strategic Buying Agents cites this paper.

Strategic Buying Agents Large Language Models for Supply Chain Decisions

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-11T14:49:14.436547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.