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Paper Citation Record · LEDGER

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models

As of 22 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2505.03147.

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

pith.paper-citation-record.v1
2505.03147 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:01:40.784794Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

22 of 22 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0a844aba-6606-4c8a-8b11-873670577e74 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.158782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.685536Z digest=sha256:ac140bf97674058a7e45ddbd4778bdb491367d34ba0f4c1c3ac396e5ee4f6982

Observation a67bef2e-2cb3-4743-969c-b8755fc0477f · outbound

This paper cites SciBERT: A Pretrained Language Model for Scientific Text.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models SciBERT: A Pretrained Language Model for Scientific Text

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T00:01:40.690344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:01:40.690344Z digest=sha256:2c7a1f62c887dfb62265d3410b0ce5a35ca984dce3db984054088c6108036d17

Observation bfbde341-0582-491f-86d2-368950a3d8f0 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.142124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.695017Z digest=sha256:b26601fda68e7e15f5db9fdc7b5280626777f8b54f4c14296260f7f5ecc8727a

Observation ac88dff4-ade7-428e-93f2-2d64cef9a2ed · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.125566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.699502Z digest=sha256:01f121ad4a586d814d569b6fc317d285f4e23ae0f3c7c4253da34ae9ad232aa5

Observation 7264a93c-5678-475c-8f26-93da49f18f08 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.110596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.704085Z digest=sha256:cafb49fae2cdc630245f39ad4438224d04e4e71aa93c90f5e8e09f6d3d7655f3

Observation 8facacab-f7e0-4fc4-93ad-9ad8e21a71cd · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.095063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.708438Z digest=sha256:a2f2cadc9f5673aac0c53ac304108e04efb1d033f7756c94787fad9759cde4a9

Observation c08f4dc3-f1d0-4b86-94c3-43cb04e9c57b · outbound

This paper cites Towards a criteria-based approach to selecting human-AI interaction mode.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Towards a criteria-based approach to selecting human-AI interaction mode

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T00:01:40.713763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:01:40.713763Z digest=sha256:60562b5826fbf8962deeb22011fcf7ed7632f35a3f30f360f1cd16d331583714

Observation e3b9b2a9-48c6-4ad0-8d5b-5c11453800ef · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.079880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.718689Z digest=sha256:b34dcd6ef0cbb8e6520fc201338cc83bf18a6eee8f428dfc9bedb8281ff995fc

Observation 2597bac2-cdff-47dc-ad57-3d07293d771c · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.064019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.723320Z digest=sha256:2ccd56e5bfe8b5dcdbea757db46fbbc8ef17c723eda81ad452d2bdf0d3254801

Observation 6c3ed11b-62d1-420a-933d-be8003f74d10 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-16T00:01:40.728034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:01:40.728034Z digest=sha256:de65cc91acc9dce298b17f380701539976abd5494b9b9dba44f27969c9a3d8f8

Observation a9548a4a-ada9-440e-b5d2-669253fce6e3 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.038215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.732662Z digest=sha256:d51b6df0259b26025753eb45cd73e8da77c7005622b1c75c6346f70f2e672f9c

Observation 0c610e7c-8097-4bdf-a0a6-3372350e4477 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:41.021240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.737211Z digest=sha256:cdfb46817dc400ca27b8ace9282f264628447d95ff489a22109839c563b758e7

Observation 94e7cf16-e582-400d-a64b-8de4e1b5aa35 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T00:01:40.742231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:01:40.742231Z digest=sha256:6d27310caa822d4dbaa0d21487bf4197624ad7c7c218e08f0435459d8574ffaf

Observation 9bc15903-9fe5-440c-b532-b4f694420e53 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:40.994745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.746852Z digest=sha256:487d2c44570861f45db9344f8b3f9b02ebe4c543a3c5afc953fc7e45176493e2

Observation 1313b755-44f1-44f9-bf3b-cab10e23cbbf · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:40.978451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.751622Z digest=sha256:ce78e85097cc9a98f7870db58859c5afacb86ab1212f754d5f77cc2d3e1ca618

Observation bdf3ae1f-0a4d-4f2e-80a2-be0f7368d33c · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:40.961200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.756487Z digest=sha256:28a8c0653c51bef92b1d7dd1eb299da5b9c22bf39e8506f8380e08de15f7f16a

Observation b44958e0-6ef6-459a-9bac-4e4e7c054c94 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:40.945054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.761125Z digest=sha256:8c5139b891ca3ee5178f650d847cb3fa721fffba534f1f6789218865aba3b676

Observation 5e489515-b281-45a6-9d76-a75851226f45 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:40.928103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.765597Z digest=sha256:af6d56b5cbde6e43d3772afdb42ff3960dc895de5d9add014185776fda4c7757

Observation 96103b88-138f-4879-8935-712e968860d7 · outbound

This paper cites A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-16T00:01:40.770158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:01:40.770158Z digest=sha256:42d9b0da856c9543f14d968fef02fd79e5ad545598a658da2f6aa2c75a60842f

Observation ea6d6573-8a3d-4736-984a-25315d326cd8 · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:40.911292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.775254Z digest=sha256:1bea18438e49df4e2a40a23d4a4371dcbf9a2dac8b54a92a53836322cb7d54fd

Observation 8b557ca8-753c-468d-94b3-ac4faa1e8511 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-16T00:01:40.780166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:01:40.780166Z digest=sha256:a2917eacfe68543fe5051ff219cad3c9f11e5d945fbe0988bc7a1732ff946243

Observation 71d81336-587b-48b7-b37b-fd456cb38d3c · outbound

This paper cites an unresolved cited work.

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:01:40.893696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:01:40.784794Z digest=sha256:cd465bf1f20643961f44dddcc8d609b66f0effe9eb05c45219f8ffe7e54baed5

Pith citing papers

No inbound Pith citation observations are available.