Paper Citation Record · LEDGER

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs

As of 23 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2412.16922.

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

pith.paper-citation-record.v1
2412.16922 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T06:02:51.548444Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

29 of 29 outbound references displayed

verified exact1
verified fuzzy25
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2dba4d6e-cd97-4a9f-8ae4-e06c30491dff · outbound

This paper cites Virtual supply-chain management,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Virtual supply-chain management,

Reference 1

Resolution: verified exact; doi, observed 2026-08-11T06:02:51.593823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 365df447-ebbf-4478-a135-e672a57709f5 · outbound

This paper cites How risk, transparency, and knowledge influence the adaptability and flexibility dimensions of the resp onsiveness view,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs How risk, transparency, and knowledge influence the adaptability and flexibility dimensions of the resp onsiveness view,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.959448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 09b6a0b6-9c9a-4e71-819c-ab09efe70c99 · outbound

This paper cites Supply chain information in analyst reports on publicly traded companies[J].International Journal of Production Ec onomics, 2016, 171, pp.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Supply chain information in analyst reports on publicly traded companies[J].International Journal of Production Ec onomics, 2016, 171, pp

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.943766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 076d972a-7bf6-4837-a16c-851a624ddf79 · outbound

This paper cites Supply Chain on Bloomberg,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Supply Chain on Bloomberg,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.928719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2654c32d-9a0a-4a13-a285-efdfc9646b96 · outbound

This paper cites Using supply chain databases in acad emic research: A methodological critique,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Using supply chain databases in acad emic research: A methodological critique,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.915434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 07890b8f-bb39-49d8-8802-8421a17a9db1 · outbound

This paper cites Inhospitable accessibility and blu rred liability: Institutional voids in an emerging economy preventing supply network transparency,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Inhospitable accessibility and blu rred liability: Institutional voids in an emerging economy preventing supply network transparency,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.902538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1334f24c-98c3-49b8-963c-df6ff50bc1f3 · outbound

This paper cites Analysis of supply chain cooperation net works of Chinese listed companies from a social network perspective,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Analysis of supply chain cooperation net works of Chinese listed companies from a social network perspective,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.888949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5a65fbdf-2093-4fed-ba7b-491ea0803afe · outbound

This paper cites Supply Chain Equilibrium under Asymmetric Information Based on Information Transparency Model,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Supply Chain Equilibrium under Asymmetric Information Based on Information Transparency Model,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.876168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a1c2bf9c-11e1-4a80-adeb-81e1f48b33a8 · outbound

This paper cites The benefits of supply chain visibility: A value assessment model,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs The benefits of supply chain visibility: A value assessment model,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.862525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0f666729-05f4-49d9-87bd-a65bda2ce4e3 · outbound

This paper cites Review of Knowledge Graph and Its Vertical Applications in In dustry,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Review of Knowledge Graph and Its Vertical Applications in In dustry,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.846812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bfda727e-3eb4-412d-b2ea-644c1f78760f · outbound

This paper cites A knowledge graph perspective on supply chain resilience,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs A knowledge graph perspective on supply chain resilience,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.831853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ee9242c-dbc1-48ad-b938-f8d43e5e112c · outbound

This paper cites Rese arch on Supply Chain Knowledge Graph Inference Method Based on Qua ternion Embedding,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Rese arch on Supply Chain Knowledge Graph Inference Method Based on Qua ternion Embedding,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.818025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a05019af-9aff-4fb9-89e8-9c04b7cabe38 · outbound

This paper cites Harnessing the Power of LLMs for Service Quality Assessment from User-Generated Content,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Harnessing the Power of LLMs for Service Quality Assessment from User-Generated Content,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.804802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4da74176-ea9c-43e6-a122-2de5ee09c031 · outbound

This paper cites Recoverin g from geopolitical risk: An event study of Huawei's semic onductor supply chain,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Recoverin g from geopolitical risk: An event study of Huawei's semic onductor supply chain,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.790519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 730585e4-ff97-4883-b4b9-5ff8452da300 · outbound

This paper cites Extracting Social Networks Among Various Entities on the Web.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Extracting Social Networks Among Various Entities on the Web

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.777313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 76ee5723-6f64-42c4-801f-e7467389befd · outbound

This paper cites Semi-superv ised Statistical Inference for Business Entities Extract ion and Business Relations Discovery.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Semi-superv ised Statistical Inference for Business Entities Extract ion and Business Relations Discovery

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.764161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6ea80df8-fc27-496a-96ff-086fda86577f · outbound

This paper cites Company Relation Extraction from Web News Articles for Analyzing Industry Structure.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Company Relation Extraction from Web News Articles for Analyzing Industry Structure

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.750284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5b1b5114-c2a4-4aca-8126-7d4f64d5f55d · outbound

This paper cites Extracting supply chain ma ps from news articles using deep neural networks,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Extracting supply chain ma ps from news articles using deep neural networks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.736136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0f801d3d-4ec1-4853-bf7c-de6885df71eb · outbound

This paper cites GPT-4 Technical Report,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs GPT-4 Technical Report,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.722811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5729bd88-9e87-44b1-92a5-e8a5db93358d · outbound

This paper cites Large Language Models for Genera tive Information Extraction: A Survey,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Large Language Models for Genera tive Information Extraction: A Survey,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.709895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 477b7f2d-5dcd-450d-9927-0acda99e4619 · outbound

This paper cites Structured Outputs,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Structured Outputs,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.696481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7eef016d-9e61-4f34-8929-98a9ce72850e · outbound

This paper cites Data extraction for e vidence synthesis using a large language model: A proof-of-concept st udy,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Data extraction for e vidence synthesis using a large language model: A proof-of-concept st udy,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.682478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1992d34e-4425-4c2f-9458-2d335e95ecc4 · outbound

This paper cites Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Findings of the Association for Computational Lingu istics: EMNLP 2023,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Findings of the Association for Computational Lingu istics: EMNLP 2023,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T06:02:51.526852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15ecd467-2340-42c0-9d4a-806ce418d730 · outbound

This paper cites InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T06:02:51.530983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6178857-57ba-4abc-b7b5-728f6c071187 · outbound

This paper cites Enhancing Supply Chain Visibi lity with Knowledge Graphs and Large Language Models,.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Enhancing Supply Chain Visibi lity with Knowledge Graphs and Large Language Models,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.669871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9453338a-6cb5-44cf-8da2-0b29b2de21b2 · outbound

This paper cites Joint Entity Relation Extraction Based on LSTM via Attention Mechanism.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Joint Entity Relation Extraction Based on LSTM via Attention Mechanism

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.657112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 614cd2d6-78a6-4a8b-939c-8658069a625c · outbound

This paper cites An End-to-End Entity and Rel ation Extraction Network with Multi-head Attention.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs An End-to-End Entity and Rel ation Extraction Network with Multi-head Attention

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.643870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c69ba769-dc49-470d-bca9-cd5e95797bfa · outbound

This paper cites Fa st unfolding of communities in large networks.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Fa st unfolding of communities in large networks

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T06:02:51.631299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2b25c7a7-e9cc-4020-accf-f9491c17fa05 · outbound

This paper cites Large Language Models for Generative Information Extraction: A Survey.

Enhancing Supply Chain Transparency in Emerging Economies Using Online Contents and LLMs Large Language Models for Generative Information Extraction: A Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T06:02:51.514279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.