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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 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.685536Z digest=sha256:619b411076d7bb5d681bc789cfce1646856e25910ff57f311dfabf0e9bb1b193

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=sha256:66085bc36b11fd4df27c9bb6297f9c01fba826fa5731569750c3f0ba917a474b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.695017Z digest=sha256:3ce0415c1048871eb5a0135cdf6905365006388842321628248ebdf175eda7a9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.699502Z digest=sha256:01d97201d047a47a79aead40c7051c6fa503d6ddb63d58e3c7087139cb6ae6ca

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.704085Z digest=sha256:d6f9c5fd72cf57c9ccd3ea3b1f8ea65f941a57b6977ae34d5e367a4034758ee4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.708438Z digest=sha256:1a1b8926fdbfed608c1c80f2253471382ea9a5e891d4ae8648dfbad951a33f43

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.718689Z digest=sha256:1454f1c60c81129097cd3f49e847a0ec2d084e6a42b8381b6ea8da56e80744f2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.723320Z digest=sha256:0d4da2718a59d800f93ffc55186a571db1683f93b88478b157f3b633ccc017a9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.732662Z digest=sha256:a5aaa33419f6d69e9a74b682132a90087d4cfbbf34e8a8b55d31cf1182037298

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.737211Z digest=sha256:8648d8c73561cb1b861525d8e3d7951e5c7e8ff2fe3fdff988c9c882b5995c18

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.746852Z digest=sha256:388592dd2cfc41a65ff1c7ecd9e37ed8aac0912dcc4dfb8954eb56f4737452e7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.751622Z digest=sha256:80a621f0a105aefb675648f79667750e47be339a0b93e839e078f60b564cc603

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.756487Z digest=sha256:14245f42d16400bc613a4c113b407f6f217b9afc6ca8a3909be4808079983340

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.761125Z digest=sha256:ba13311fb84613dd7956961eb17ea0c341ec58dddcfff6d40060563d95d506f4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.765597Z digest=sha256:622499173a968c3454699ab3eccdb56cc022ceaea928f0c7810d1b0e0413ced9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.775254Z digest=sha256:2858727e78879d213f86a106d3e8aaf37c77ee0a9f1660f32ca289fb2b204ac7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:01:40.784794Z digest=sha256:5cc3ff2932523e5a2fcd2668b4dd5addd50a3f92dffa98b53c4361be8b3f8837

Pith citing papers

No inbound Pith citation observations are available.