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Paper Citation Record · LEDGER

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.03591.

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

pith.paper-citation-record.v1
2608.03591 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:54:08.252099Z

measured 25 of 25 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

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy7
  • unresolved16
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87e75dc2-9b72-4839-ab0a-a18f41029bd5 · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.654912Z

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=2026-08-15T14:54:08.169282Z digest=sha256:ce9dfccbfdaf0620b09311bf6d1d56522d84677be8627bb1832d77837ca31a9f

Observation 633f6a6b-a555-405e-9f5c-67df59f5d1ee · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.642327Z

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=2026-08-15T14:54:08.173852Z digest=sha256:2bbe15e27f74820d1980a28eea51f135d7183e85d8c7c743d94009665ced50b2

Observation 30926833-1bd5-4b37-960e-8299c08be0aa · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.629665Z

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=2026-08-15T14:54:08.178705Z digest=sha256:0e7b9a5170829b70fde2154fcb861690e58cc7f3107a09efeb94169bc1d5ef13

Observation ca9be4d1-b181-47cd-b323-dd5dcd699a6c · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.616128Z

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=2026-08-15T14:54:08.182899Z digest=sha256:e9d52cd56c8019dabb52f68589cd7fe843ab00e88b5eb61d63a8572335f3382f

Observation 63e805af-f0f8-44d6-99bc-d3b635b65b59 · outbound

This paper cites and then.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction and then

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:54:08.603540Z

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=2026-08-15T14:54:08.187080Z digest=sha256:92572535d1d3883f67b6fdb443869eae6b1e6f78d5575365e3b46674e6bcda7c

Observation 4489e6b7-6b51-40f4-a917-c0ba7cd2fdab · outbound

This paper cites alert-node.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction alert-node

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:54:08.527652Z

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=2026-08-15T14:54:08.212372Z digest=sha256:25e84f5af5b4dbccb3edab812fa2da614f4f8f1200b83dc2e86a619a346f7311

Observation 1907de1b-0d90-42b3-aede-1b2e9dfc552e · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.434100Z

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=2026-08-15T14:54:08.240477Z digest=sha256:789ddbf2d4881a9032890d960b52356a7ed2d33a036301d9f104a2797d104e87

Observation fd5703cf-d83e-4b61-91ef-c6a26c07d537 · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.421096Z

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=2026-08-15T14:54:08.244414Z digest=sha256:975b15729d2032395e5483bee6c01692fbbd1228a04b11b2ba9a3cd382eb72a1

Observation 3abf50fd-39c7-444d-b4a1-7ab01021dfd8 · outbound

This paper cites If a step would need many evidence IDs because it covers different actions or targets, split it.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction If a step would need many evidence IDs because it covers different actions or targets, split it

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:54:08.407541Z

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=2026-08-15T14:54:08.248334Z digest=sha256:eebed5758d1e8ce06a3f754dd872734f83a5400eae38adc5c431607c41fc02a0

Observation 7c692986-840c-442e-97ad-8a0d4041c9cd · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.590915Z

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=2026-08-15T14:54:08.191465Z digest=sha256:c27c5ac5d3742a59d190fd7cecc2a95674568e399edfcaf0945e126598fd35c4

Observation 34d941aa-f659-49d1-9273-da554ca2d61a · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.578035Z

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=2026-08-15T14:54:08.196474Z digest=sha256:187ca1c0163c015069bc18d0a0368fdadfee5d22fae5b2f263e6f7ea30bb0439

Observation 4f86637d-65d5-4af4-a83b-d051e5f17ba8 · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.565301Z

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=2026-08-15T14:54:08.200750Z digest=sha256:820fc1633fb67a758315e0a5c89c3d7d8e68750c1154ff83fc9b3dbdc560d302

Observation 72f7ef37-68aa-4348-bac7-1b56f690bd77 · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.552859Z

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=2026-08-15T14:54:08.204575Z digest=sha256:21fcd891c39a1d7c59b43fa5824f2b05691fe4bc3feb0d66b15cd5cb67bf4920

Observation 3cbf02b1-fa80-420e-8380-f97a1bb5673c · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.540294Z

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=2026-08-15T14:54:08.208553Z digest=sha256:9d1a0c36e259cad6ad085bd4618bacd2a4cd6cf33e1a6f6037c8269ed920c7e7

Observation 3c740f6f-79eb-40c7-82a2-6023b8f70197 · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.514646Z

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=2026-08-15T14:54:08.216563Z digest=sha256:ac88db78e245952eab857230d930e40c8ef6834aec7694a15fa676441c33734d

Observation 74fdfbd2-ddc5-4cb9-a3d3-bee95735943a · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.500860Z

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=2026-08-15T14:54:08.220502Z digest=sha256:44a6e1418b9ac56910a42cac2b2a9e1ca8e7451d0baeab63e00bc00eb98139f0

Observation dacca999-d338-4574-96a6-0adb23df970d · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.488051Z

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=2026-08-15T14:54:08.224422Z digest=sha256:2f88fd1a2f270cadf65ad8499bddf81881521084421510aadc8988689e172751

Observation 9019e760-c019-4649-9fbc-80c7898f688b · outbound

This paper cites an unresolved cited work.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:54:08.474961Z

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=2026-08-15T14:54:08.228437Z digest=sha256:221ed9dab50466eece3c7dd7ac68b043687996642deb76e22c0c5f2a73e87e38

Observation bf6cfc6b-0b79-4e15-bb61-b46075e6f203 · outbound

This paper cites Do not split repeated observations merely because they happened at different times.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Do not split repeated observations merely because they happened at different times

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:54:08.462404Z

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=2026-08-15T14:54:08.232492Z digest=sha256:3039aa55de8f92dbea57d13a73e19476240ac4592707db8637fda0a608240d7f

Observation d569216e-76db-4def-bbc7-277fab4bd613 · outbound

This paper cites Figure 12: Visible-anchor decomposition prompt (part 1 of 2): cross-source step-unit calibration and split/merge protocol.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Figure 12: Visible-anchor decomposition prompt (part 1 of 2): cross-source step-unit calibration and split/merge protocol

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:54:08.447836Z

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=2026-08-15T14:54:08.236479Z digest=sha256:457bff12008c031557bda10cb4f53455c95c6430e0e3b906a7abf891e0dde001

Observation c8dab3b4-3119-4590-810d-f84b4e54e09b · outbound

This paper cites thought":.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction thought":

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:54:08.394526Z

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=2026-08-15T14:54:08.252099Z digest=sha256:67cd55a996962a037d357874d291dd45af098ee9c13abef4957042cf5e2da3cc

Observation df527344-2821-45d0-a59d-2e5efb2fd7a8 · outbound

This paper cites HIDBench: Benchmarking Large Language Models for Host-Based Intrusion Detection.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction HIDBench: Benchmarking Large Language Models for Host-Based Intrusion Detection

Reference 566

Resolution
malformed identifier
local_arxiv, observed 2026-08-15T14:54:08.292624Z

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=2026-08-15T14:54:08.056230Z digest=sha256:4e8ebd3a8920c8cd6c75eea43fd2898a1c24f064dc3bed4e77a3055c9b69295b

Observation c7f7d773-0a2b-46a2-ad63-4363617037f0 · outbound

This paper cites In33rd USENIX Security Symposium (USENIX Security 24), 5197–5214.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction In33rd USENIX Security Symposium (USENIX Security 24), 5197–5214

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:54:08.668094Z

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=2026-08-15T14:54:08.048011Z digest=sha256:5b9049213ea1bda28c9d3adf546454da64becc2cc126d4210eac643d2b97731b

Observation 1a569732-e2aa-43b2-a7bf-ca193d8adf38 · outbound

This paper cites Benchmarking and Exploring the Capabilities of LLMs for Attack Investigations.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Benchmarking and Exploring the Capabilities of LLMs for Attack Investigations

Reference 3022

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T14:54:08.381091Z

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=2026-08-15T14:54:08.042509Z digest=sha256:36fd37c4d2f72cdcf58836cdd6bfa4f18d2f4775bc2bd22bf0f4a4f90c5c9d59

Observation f3c146f4-9914-4773-aeb0-328cd0d275a8 · outbound

This paper cites Ma, H.; Yong, J.; Ma, Y.; Chen, K.; Yusof, A.; Liang, Z.; andChang,E.-C.2026.

DiagChain: A Diagnostic Benchmark for Evaluating LLM Agents on Evidence-Grounded Attack Chain Reconstruction Ma, H.; Yong, J.; Ma, Y.; Chen, K.; Yusof, A.; Liang, Z.; andChang,E.-C.2026

Reference 9474

Resolution
unresolved
no resolver link, observed 2026-08-15T14:54:08.052246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:54:08.052246Z digest=sha256:1c2e8b506ae8518494a9e1e02479fceda2e71776544733d00cb8e99636ae39fe

Pith citing papers

No inbound Pith citation observations are available.