Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:15:44.394024Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2507.11310.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:15:44.394024Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 22eff2fa-db9a-46c4-99b7-cb1ac0174759 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Towards improved cyber security information sharing,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68005d86-3f3d-43dc-864d-6bdad56a62a7 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Stiocs: Active learning-based semi-supervised training framework for ioc extraction,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ea62407-0581-4c62-9c8e-6c761f7d3e92 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Tweetcred: Real- time credibility assessment of content on twitter,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3962309a-0a90-4893-a5d1-82e9d7cb80a5 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Sentence-level evidence embedding for claim verification with hierarchical attention networks
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33f96c32-759b-4478-b012-d2b69b466b66 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e0225c4-2dd8-4d0e-bdd2-79d1463701da · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6c6605f-0a45-4f68-907e-f4d0acb3168c · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Evidence-aware fake news detection with graph neural networks,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4e079823-9e5d-4c37-9024-7d9197a796ed · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Muser: A multi-step evidence retrieval enhancement framework for fake news detection,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9bf81d3b-40ab-475c-833d-b2c7945f2829 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification A survey on large language model (llm) security and privacy: The good, the bad, and the ugly,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 786fa32b-3315-4193-bbe7-d47dba6a01af · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Wikicoref: An english coreference- annotated corpus of wikipedia articles,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a7e8350-0048-44e8-acbb-0c28a42559cc · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification A survey on technical threat intelligence in the age of sophisticated cyber attacks,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 720c983b-ff55-44b7-b47c-7455a569ab34 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification ‘towards a methodology for evaluating threat intelligence feeds,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 231afe79-0654-4def-826c-b4db067b537f · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Pure: Generating quality threat intelligence by clustering and correlating osint,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a707e26-2f4e-4db3-9616-805ce48a9e3e · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification A multi-source threat intelligence confidence value evaluation method based on machine learning,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a7455e3-bebc-4c77-ab9e-37bf071d4a6a · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Sharing machine learning models as indicators of compromise for cyber threat intelligence,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1f19d694-40ab-47c9-b944-4439962e1e2c · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Security threat model under internet of things using deep learning and edge analysis of cyberspace governance,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9dd4a327-5720-4a80-a6a6-9718adebfdaf · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Scoring model for iocs by combining open intelligence feeds to reduce false positives,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b2276c6-8441-4323-a0f4-4d7eb19019b9 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Large language models struggle to learn long-tail knowledge,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0f79018d-ae85-4187-bbc8-35acb2cc7e43 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Prompt-and-align: prompt-based social alignment for few-shot fake news detection,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b0bd8af0-9841-474d-873e-836ca9eff8f4 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60fcf308-fbe2-4743-8b5d-08453abb5d9c · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Active Retrieval Augmented Generation
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5c33949-4710-4f13-96df-01bdd98d6745 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification REPLUG: Retrieval-Augmented Black-Box Language Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6876fb99-b04d-42d0-9b1c-053d158ccdd1 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 784fc684-9b17-4b5c-a865-569a0f1b75a9 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Chain-of-thought prompting elicits reasoning in large language models,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0c574154-9b63-42a6-9dc2-49aef673a5b7 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification ReAct: Synergizing Reasoning and Acting in Language Models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f8f36ed-15ac-4873-af44-7342ae3d0e23 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Tree of thoughts: Deliberate problem solving with large language models,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6143fe1-f56b-4021-8876-d1c9ed460586 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification In-context retrieval-augmented language models,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1228d12e-22fa-4720-a74c-e32a921e9b1a · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Improving language models by retrieving from trillions of tokens,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 432f718e-f71f-4e18-ab9b-ba5a68681dc5 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Webglm: Towards an efficient web-enhanced question answering system with human preferences,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1483eee7-bc76-44e8-a5e3-ab50508acb6f · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Pegasus: Pre-training with extracted gap-sentences for abstractive summarization,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a3af6f4b-0aeb-478d-ac42-900dc8fbb017 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 550b6cfb-832d-41bc-b54e-2227a724676d · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Improving language understanding by generative pre-training,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3095eebd-7772-4718-8f46-9b432c287384 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Exploring the limits of transfer learning with a unified text-to-text transformer,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d9e004a-9e3a-4e6b-85de-69478b59ddf5 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Dense Passage Retrieval for Open-Domain Question Answering
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74d000c0-5df8-4577-8d25-d1b78cad69f4 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91824627-31e4-491b-8e5c-b9e6bf6c226e · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Palm: Scaling language modeling with pathways,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc97d2bc-36e3-41ed-982d-f3c5a83550fa · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Adversarial Retriever-Ranker for dense text retrieval
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66ec70a9-8ad2-495a-9f3f-f4a6248251c1 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09c09803-4771-4fe6-aed0-f2a9d315e0d9 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 553717d7-0062-4a6c-88b8-b023ca381562 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Fakenewsnet: A data repository with news content, social context, and spatiotemporal information for studying fake news on social media,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b6230c5-b6b5-4896-a5bf-beff2d358407 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0784362-7025-4245-80d2-70a8a415fc09 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Evidence-aware hierarchical interactive attention networks for explainable claim verifi- cation,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9cd5687-6a61-4ff0-ad69-29472c434031 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Chatgpt-3.5 turbo,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65e9fcd0-f487-40e0-9acf-2d296c514a46 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f34a159-81d0-4fbf-aacf-bce1529d4d05 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Fact-Checking Complex Claims with Program-Guided Reasoning
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9bf17cb-7d75-4d58-971a-2c67098c0989 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification These sentences should form a set \( R \)
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 661efa04-84b2-4ac1-8fb5-d4cb96e24ad7 · outbound
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification {Insert CTI content here}
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.