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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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.169282Z digest=sha256:2ea5949c46005aea8ed627c6cd9776c40a637af65120ecd4fd9f97e6b88d06e6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.173852Z digest=sha256:d67d846f46c160fa6badf4f3ede2e4ea5d5f421251c61fe9d0279f45608d98af

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.178705Z digest=sha256:508b8a282be81a117a5e7187bb5c2bb0a7f8ed002b1fee7afdf0dae213163fbc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.182899Z digest=sha256:1340670f03c6cfc8c3093a8b0a58ff12568ab90a06b8f21f9c1fb28ef9b17125

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.187080Z digest=sha256:fca51c10f946a98e9ca3d77cca90596f567c6b3ad113ee48985067f2c8b4634b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.212372Z digest=sha256:338ae3faaf092f306f117fce76d4d8502877c4a33476d43b4f6b3bc5245333d0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.240477Z digest=sha256:882d336bbad3397ff96258a055b7fe07ce93ed0aed194da005af138549946b64

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.244414Z digest=sha256:1bc6345e0f4d92b3bc9fb11fc50637ef077f2bf5182a787587e0e6dbc1b2982c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.248334Z digest=sha256:4b915a95ed9036294c9f323df3bbeb085d8c404bfb8b9f358a9b672fd6d19273

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.191465Z digest=sha256:07bacd5cf5e34824668e4d8f6a1b3b2899c7c94f43869f741b1ee15c70c2d284

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.196474Z digest=sha256:87d6d1f4fb255b3d484e91ee5490e7e0f0767c811a800a7c1e0431c832be4ff6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.200750Z digest=sha256:9e36381845378779f9e2c8f9e295ed3147f60304d15d293cfa177729880d7f73

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.204575Z digest=sha256:fb2b80430b600b836e0a7fe4917c753cc9e3bff76ff3657dc506188b03492c9a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.208553Z digest=sha256:9da62f46162cc13990859a5e85183e9d025310adbb4db719fb6dde546fea75f7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.216563Z digest=sha256:daf19a02335932706f1e75d56b4182b2a233ea536898cf7059a51d2bd2aefe40

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.220502Z digest=sha256:8e8b441a4b507aa16ad11e820d0baad62ff4a76c12c2a77a449ea9b8d8e41706

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.224422Z digest=sha256:a22895cc768a73b1caade3c2aa0e4ea97cceb0916ed76852f981d444d21075f5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.228437Z digest=sha256:505236805f785b4a74a6b5e67d9b356d32ac098ac5c05d7821bb19d23853de27

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.232492Z digest=sha256:2dde402474e39ae96e495e96ad7827637dfde0351b4c75690e45c9ff92098c08

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.236479Z digest=sha256:d1c6563fed8637af965a1c4b9c84978e5082223099a3d22b5ce3df61e53f5ddb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.252099Z digest=sha256:51ad44cbbcbb8d138fd94509ffd4ea9bcbc9f62adfab3fe25bf410882885728e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.056230Z digest=sha256:8249de52b25d80abec0d075a1d82da261750e08710a52648f194f3e65d8f5b19

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.048011Z digest=sha256:c9bc2ae6de87e2603180a74f78dbc77a46d827d19e750ec7d6fcf0421682bf7b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T14:54:08.042509Z digest=sha256:b011175a3c571ff82046b198d33b37e565f6a46a46157b56dac773cdb4751eee

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.