Paper Citation Record · LEDGER

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent

As of 11 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 3 inbound Pith citation observations for arXiv:2412.18100.

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

pith.paper-citation-record.v1
2412.18100 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:05:51.337351Z

measured 35 of 35 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:48:38.535283Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T06:15:38.681479Z

Reference resolution

32 of 32 outbound references displayed

verified exact2
verified fuzzy15
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 349b45d1-248c-4c2a-a29b-355f2816c2d7 · outbound

This paper cites Retrieval-augmented generation for knowledge- intensive nlp tasks.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Retrieval-augmented generation for knowledge- intensive nlp tasks

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:52.015446Z

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.

Observation 781a4048-0cca-4b42-848a-052bada9620a · outbound

This paper cites GPT-4 Technical Report.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.140313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5822b6eb-948e-41bc-89aa-0d42411a84bf · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.145940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2ff15de-1a64-4189-8955-c6fe9b1594cd · outbound

This paper cites From sparse to dense: Gpt-4 summarization with chain of density prompting.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent From sparse to dense: Gpt-4 summarization with chain of density prompting

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.991486Z

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.

Observation e5f52f59-b389-4bfc-99d8-0c700cd85fa8 · outbound

This paper cites Training language models to follow instructions with human feedback.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Training language models to follow instructions with human feedback

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.159686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2576d0f4-1db5-4d1c-b66c-2c5f77a1a86e · outbound

This paper cites Patent classification by fine-tuning bert language model.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Patent classification by fine-tuning bert language model

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.954590Z

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.

Observation 45cba03a-3acf-4eb9-abbf-eec5a2327192 · outbound

This paper cites Automatic summarization of scientific articles: A survey.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Automatic summarization of scientific articles: A survey

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.934462Z

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.

Observation fc88453a-4aaa-47b4-a8c1-d6a7732d6ab7 · outbound

This paper cites Bridging Research and Readers: A Multi-Modal Automated Academic Papers Interpretation System.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Bridging Research and Readers: A Multi-Modal Automated Academic Papers Interpretation System

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:05:51.608380Z

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.

Observation 0c1f8d02-1f66-4ae6-9854-d7fc54ac5acc · outbound

This paper cites SciPIP: An LLM-based Scientific Paper Idea Proposer.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent SciPIP: An LLM-based Scientific Paper Idea Proposer

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.191296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddacf968-7f4a-4fcc-a989-55724f03b118 · outbound

This paper cites Natural Language Processing in the Patent Domain: A Survey.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Natural Language Processing in the Patent Domain: A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.197585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 277e181c-0f9c-43d4-8b5b-57677c821b50 · outbound

This paper cites PatentGPT: A Large Language Model for Intellectual Property.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent PatentGPT: A Large Language Model for Intellectual Property

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.204234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fe251a9-d859-4d22-bad8-98c5b44329d4 · outbound

This paper cites Llm-based extraction of contradictions from patents.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Llm-based extraction of contradictions from patents

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.912888Z

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.

Observation f41808a6-e0cd-4cfc-8a26-8e7f0f200a8b · outbound

This paper cites Markdown: Syntax documentation.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Markdown: Syntax documentation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.888795Z

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.

Observation 1b40f25b-874e-458c-a815-85d83b3ccc3a · outbound

This paper cites pdfplumber: Extract text, tables, and metadata from pdfs.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent pdfplumber: Extract text, tables, and metadata from pdfs

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.870416Z

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.

Observation 8d3928bc-f77e-49dd-85ba-c0f7f0bfb5fd · outbound

This paper cites https://python.langchain.com/docs/integrations/ document_loaders/pypdfloader/.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent https://python.langchain.com/docs/integrations/ document_loaders/pypdfloader/

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.850154Z

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.

Observation 709ce81d-3ef6-4b1d-a108-69d07fbe1870 · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.239320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8d88ffc-6837-43f7-b33c-76c83e718c83 · outbound

This paper cites Billion-scale similarity search with gpus.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Billion-scale similarity search with gpus

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.246247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bce18d0-2042-4ebf-9fa2-c038e79fda51 · outbound

This paper cites https://www.meta.com/.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent https://www.meta.com/

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.820495Z

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.

Observation 22ddf601-852c-4c97-b3c4-b1e40cce2a02 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.261048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6108fa53-a800-42be-9fb5-fa42c178d672 · outbound

This paper cites LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.267386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6faed145-86f6-4cad-9d93-a89df70960e1 · outbound

This paper cites Language models are unsupervised multitask learners.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Language models are unsupervised multitask learners

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.274325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a814a92-9616-4bf0-b2cb-ea1e2c50bd52 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent LLaMA: Open and Efficient Foundation Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.280275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57bfda4e-e30d-4760-a447-f31bc4403c9f · outbound

This paper cites https://openai.com/.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent https://openai.com/

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.285699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df00578-9fe7-4484-94cd-1df477f1139f · outbound

This paper cites https: //patents.google.com/patent/US20170263445A1/en?oq=US20170263445A1.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent https: //patents.google.com/patent/US20170263445A1/en?oq=US20170263445A1

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.771545Z

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.

Observation 67b13a85-b38a-450c-9b28-90fe49191585 · outbound

This paper cites https://patents.google.com/.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent https://patents.google.com/

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.750100Z

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.

Observation 758f7200-d0b6-4629-9130-49e992f98f71 · outbound

This paper cites https://www.semanticscholar.org/.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent https://www.semanticscholar.org/

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.729364Z

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.

Observation 2c344f2f-ce81-4e8c-b252-4cc445f8f65e · outbound

This paper cites SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.307773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 620957f9-ef1c-4f68-b55d-cb854e68a90d · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Rouge: A package for automatic evaluation of summaries

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.706935Z

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.

Observation 826c85d5-d6f6-41f8-a902-64008d845f5f · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent BERTScore: Evaluating Text Generation with BERT

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T05:05:51.319607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9d78d02-9f7d-4d90-976d-342e12b61adf · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with human judgments.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent Meteor: An automatic metric for mt evaluation with improved correlation with human judgments

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.685426Z

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.

Observation 5fa4adad-9195-4d25-84db-556bda2523df · outbound

This paper cites mFACE: Multilingual Summarization with Factual Consistency Evaluation.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent mFACE: Multilingual Summarization with Factual Consistency Evaluation

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:05:51.394229Z

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.

Observation 54dcbb71-2ad7-4672-820f-ebda13fc66c5 · outbound

This paper cites source pdf.

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent source pdf

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:05:51.665932Z

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.

Pith citing papers

Observation cdeb7334-01e5-4045-bb52-70c6003f2e56 · inbound

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications cites this paper.

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent

Reference 285

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:38.535283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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.

Observation 82ce1e1c-f364-4f17-a857-93d6d89353ce · inbound

Is It Novel and Why? Fine-Grained Patent Novelty Prediction Based on Passage Retrieval cites this paper.

Is It Novel and Why? Fine-Grained Patent Novelty Prediction Based on Passage Retrieval EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:15:38.683002Z

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.