Paper Citation Record · LEDGER

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2505.11988.

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

pith.paper-citation-record.v1
2505.11988 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:45:55.872708Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:24:14.799168Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:24:15.483226Z

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy8
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 95e4264c-3377-4e46-a074-8a9a233e9b24 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.333872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7fe1702b-0779-450a-8c44-2410b47c889b · outbound

This paper cites opens cmd.exe on the victim.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text opens cmd.exe on the victim

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:45:56.268232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6d32e93f-4574-4eae-b56f-4f1018fc1782 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.317175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 117587cf-6ba3-4c76-ac3d-a135728e4ec8 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.301509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9c340b32-f588-41bb-99eb-f432fbefb96d · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.365177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b730d9db-81bd-470e-befd-ed279988cd62 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.349515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 15c68edc-4e51-44f7-bace-70f25300d8af · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.285231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 89fc4735-ba8a-4b78-b779-92f71032c5d3 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.252289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f9bc23e9-11a2-4d3e-932d-7a115266a5c9 · outbound

This paper cites ## Instructions for Ranking:.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ## Instructions for Ranking:

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:45:56.235946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2ed7050b-6a71-4526-8155-89d7ab8f797e · outbound

This paper cites - Identify explicit and implied adversarial behaviors.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text - Identify explicit and implied adversarial behaviors

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:45:56.220459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1c7b3683-52cc-4146-b8b7-0ac5f7329162 · outbound

This paper cites - Consider multiple relevant techniques.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text - Consider multiple relevant techniques

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:45:56.204171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f3fcb355-b013-40e8-afa8-179890bf7a02 · outbound

This paper cites ## Final Output Format: After reasoning, output the final ranking as: [Technique A] > [Technique B] > [Technique C] >.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ## Final Output Format: After reasoning, output the final ranking as: [Technique A] > [Technique B] > [Technique C] >

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:45:56.187708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 34f441d0-a2c3-45ce-8aed-5e732325310b · outbound

This paper cites Identify key actions, tools, or methods mentioned that could correspond to MITRE ATT&CK techniques in 30 words.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Identify key actions, tools, or methods mentioned that could correspond to MITRE ATT&CK techniques in 30 words

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:45:56.171443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 946ff141-41bf-420c-b236-ace514ad42cd · outbound

This paper cites Consider if you’ve missed any potential techniques or if any of your initial thoughts need revision.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Consider if you’ve missed any potential techniques or if any of your initial thoughts need revision

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:45:56.154816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c5dc4e14-6bd0-45e3-970f-a3331369aec2 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.138043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2e3373ba-2158-44eb-b902-f7f71b098eb5 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.120966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9fd03a57-1d72-4fd7-9594-78b6e972b88d · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.104558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 14ea3011-d3a9-4425-bb87-270c8fcfa680 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.088229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 71a3ec89-77ee-4465-b0fb-f983829e5bb7 · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.071920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e041c776-1ea3-4a61-beb0-36747169be0c · outbound

This paper cites an unresolved cited work.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:45:56.054041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6d7d98c0-cb54-454e-a13e-71adcd25491d · outbound

This paper cites In 2020 IEEE International Conference on Big Data (Big Data), pages 1847–1852.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text In 2020 IEEE International Conference on Big Data (Big Data), pages 1847–1852

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-15T20:45:55.750721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ce6b9d0-ac03-44cd-97b7-afdeb87db284 · outbound

This paper cites The ability to launch custom PowerShell commands,.

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text The ability to launch custom PowerShell commands,

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:45:56.381840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 7b37a423-a7af-414e-991c-e452d8fd1b21 · inbound

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team cites this paper.

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text

Reference 2025

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:24:15.487839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.