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Paper Citation Record · LEDGER

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits

As of 4 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2604.02665.

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

pith.paper-citation-record.v1
2604.02665 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T20:35:06.784505Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:09:29.368610Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T16:07:20.344746Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact27
  • verified fuzzy2
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f4da483a-6602-4509-b0ec-53d8f08ad1c8 · outbound

This paper cites ACM SIGSOFT Impact Paper Award.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits ACM SIGSOFT Impact Paper Award

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:23:39.172558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:9a35b70beaac5338ee7c469eef192c04d4fb28743c4f5d2be447c08359fb77b3

Observation 5653bc9e-7b75-4c42-a2fd-f4c638e71788 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.175707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:5ffa9633b6615d443c21c86809d626c9c7f28f862392632cce397873c7538872

Observation d00c1783-d643-4745-8b0f-ff50208cd882 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.678280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:2414eb41607523de7ff3ebe009f656496fe870d15ff43bf8cdad0bf801688e81

Observation f949c314-446a-4c5e-a1ca-3c2e2b680355 · outbound

This paper cites Hassan, and Xiaohu Yang.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Hassan, and Xiaohu Yang

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:38:14.206292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:f414b864a527afe1c94c6d106c82d0a9d3cb638b05b5e1b71f1ecd119cde182e

Observation ccfb4580-8f0b-469c-b175-7af241a2d9e1 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 5

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.202354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:099f3a4d48dcaf872a5dde32655f640ebe59949fe7dfa534a36178ea3803d209

Observation 26f75270-bfe2-4c78-815e-5126f2f885ab · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.162139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:00ac618201e6eda27b07d0e391a42cbb0b9c18ddd0458cd0099ccd86863c2609

Observation c05a4c0f-c6e7-4c6c-a61c-c552d426e721 · outbound

This paper cites SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:38:14.690329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:7c31463c3fc7eed7e09389929b80549a58e5f3e00f903f25a1b3821e58d92a81

Observation 715883c6-7e61-4b7b-8368-418c039359c6 · outbound

This paper cites Vulnerability-Affected Versions Identification: How Far Are We?.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Vulnerability-Affected Versions Identification: How Far Are We?

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.684337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:df189786430f3e34b10c68e98c8a15a26743e7452c0f8c5b94677613993f7f65

Observation 14d053c8-df7a-457b-89fe-e533f0de4336 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.155437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:e0c9a374ddeb4c0f4b58ab87c4994b81b7f68c8e429dd4ddb82dded377edae1b

Observation 222984c8-1f8e-423c-81a3-3daac5f4d9bf · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.164240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:d7abb1a937771a4f9671febccb77328dcb287cffe5380247f51b2e7a94a2d94c

Observation 385c849a-04da-4201-913e-92c29b70a928 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 11

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.161347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:600a2c5c5c961a92dd3ba9f1290ea73e19b9b11b771cefa9392403af9b3d4e91

Observation b0d65128-ea55-47d7-bd05-3b1e055e6c9b · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.158904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:c4c881684221d2ee19176e46bc3cec095eb125991fc5ca61956c12ef39c0dd0c

Observation fec4f32c-1ff4-498b-b9a0-217a26eb3e3b · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.165868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:aa0d25fe5af8b8a7aff7ddb6224a4f6a469ccbcb00b6995ed8b825be42b11a87

Observation 8f40cbd2-9e9c-4d90-a0c8-c299fd9f87f1 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-13T21:04:26.711779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:4c31c6827137af6aadd94f3b60098c1e8ed734777c7be97757bc101c4cc48032

Observation 5d98899d-5104-42d5-abb2-259cb136e41d · outbound

This paper cites and Fu, C.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits and Fu, C

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.147843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:4f3f7f15a575099a2fa6812ce7995afc4cb7ee78481f39857c6ed399b715cf0b

Observation bdab137c-66a7-4bf1-b9ca-55c989fed773 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.147617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:cde1181a3b46d0133745aec3f558e35889d0c7e13e4759aad17403244c5660e6

Observation cbed2fd0-33e7-4ccd-92da-aa9d0015f206 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:38:14.699389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:a681f38e3ab418d956f027efdd597905a0ca4f262a4bc45c5890b00618c109f2

Observation b676ef27-6f3b-49e6-aab5-694ba399bc69 · outbound

This paper cites James Whitehead Jr.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits James Whitehead Jr

Reference 18

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.155640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:ff28472c3de1a855f84bd9dc3bae8598bb4e615973d23cbc8aa8736121afe211

Observation ffb9ffd2-d53a-4124-83cd-f3de87e5f52e · outbound

This paper cites LaToza, Gina Venolia, and Robert DeLine.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits LaToza, Gina Venolia, and Robert DeLine

Reference 19

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.185596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:5454a3fddad7fbeaf9785866b5a5ee742e263a4eff3f67b6864f81e5ae402c9a

Observation eb801bd2-7113-46e6-a99b-02378b53578d · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 20

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.187568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:9b3e537e221ade402f158bf92080ab9e14638852cfa8e1327f0d92efe46ece1e

Observation 93f9d36c-fb83-4db5-8f81-9d08f0de5eb0 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.151479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:ac1389bfc88dcaf9e575d26632c1212410d45d6025c05c6f0e0065befca18e52

Observation c4ca939f-5f14-4f46-b376-73ce46713b2b · outbound

This paper cites Process-Centric Analysis of Agentic Software Systems.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Process-Centric Analysis of Agentic Software Systems

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:38:14.675305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:30ddbe8f05ed3fe4f9b1abae15858d239a2d608aeceaf630318a74d04baf9cde

Observation 962815c5-03ed-4926-8a03-f71b60ef140f · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.196893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:11fc9dd107a090baeedf41da0668048a457aed3a59eff5be67aaf025b209f320

Observation e1cc5d83-4381-47de-9d39-18df07693613 · outbound

This paper cites Katz, Jason Ruchti, and Eric Schulte.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Katz, Jason Ruchti, and Eric Schulte

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:38:14.177005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:c4a3b69389b9aeb0d07da72ee16bd26c138b1f18a23a97c5bf84836f0883d8f8

Observation 7259516f-5cd9-4966-8256-873633615394 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.169017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:9ec6b5f3a5f91e940f5436e8f47870d892c7d3b1caeb57c040fc52badd58f0d4

Observation 56451c16-c094-4fa3-9449-0d553af99187 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.140391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:a8b83b7ecd16a1b3554fecb2208ea21ae0a10beecb8a9fe7a7f7232c1ca1862e

Observation e1057a65-0628-4c9b-ab29-8acc9cc25da9 · outbound

This paper cites Are automated debugging techniques actually helping programmers?.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Are automated debugging techniques actually helping programmers?

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.200001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:e54e6f0628f4f42958d9572cfb09faae5e88cc8e356666dfba4be99717a4a678

Observation 6053a9b0-b955-4ad7-9ab6-1c44919e5257 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.191948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:6f1c00457dd601ca8efb3805074c0673ffb8f67e28bebc04224d9d365f6b100e

Observation f760ec2d-db5c-4ef5-bae8-5a1d2680774c · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.153364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:0f33da54139d1e8e6dbeb3c74c0ce9a1bed5f10652085c8ccf9a570d1f8630fc

Observation 743ed6eb-7e8d-49b3-a235-0a13aaeeeca9 · outbound

This paper cites Traceability transformed: Generating more accurate links with pre-trained BERT models.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Traceability transformed: Generating more accurate links with pre-trained BERT models

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.158866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:f9eca50845a634c5317598634ae99bf09faa3090442019d29a4e06ee5378368a

Observation a62b0092-2297-4d44-a9af-9fba9236bed0 · outbound

This paper cites AgenticSZZ: Temporal Knowledge Graph-Guided Agentic Bug-Inducing Commit Identification.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits AgenticSZZ: Temporal Knowledge Graph-Guided Agentic Bug-Inducing Commit Identification

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:38:14.693520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:748ce79ca7855c03f4e1c45ea777d16ac8bf4006fffecb61916dc1c09ffcf624

Observation 251bd74d-54a5-4d49-8060-6894b0de5aec · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.194040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:b64bd4685f2b9f7738f1fada8a1fe9236f71015917c6999b671cdcb4a29defb4

Observation 6724619b-8945-47d6-a4df-2de68ff61931 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 33

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:38:14.702343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:630a2ef903401a13fb642d79fcfad37f2ef79d7e2d183b9d6b994a259167eae2

Observation 1a57b5e2-0af9-4a34-b90b-122d42ce3520 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 34

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.166591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:2a84ce1bbc8c1ad0db6df8fbd6039e04a37554a1abf6b162df33ac91b1bf9505

Observation a0842a19-2102-49a0-8403-5bcb3537e103 · outbound

This paper cites In: Advances in Neural Information Processing Systems, Curran Associates, Inc., vol 34, pp 27,865–27,876,https://proceedings.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits In: Advances in Neural Information Processing Systems, Curran Associates, Inc., vol 34, pp 27,865–27,876,https://proceedings

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:38:14.169979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:90e35979cd08fabb2fe63d009a0be7ea1b6a21d29c4c683a2628cce807f101cf

Observation 093d0337-961e-4b42-b680-7fa8301dc8ca · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.150360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:672f368dad333aae1b33282d9d1ff08acb550b1d1c4325d74af4a574b239d473

Observation 5843123f-f65e-4ee0-8cdc-c3eb65d292e8 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Kimi K2.5: Visual Agentic Intelligence

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:38:14.696495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:86719e8e400b95082caf614e47be0150f09345f5f558ea7bd8fb919c13703769

Observation d9dfc0d5-8260-4563-aa99-0828606e7d5c · outbound

This paper cites Eshkevari, Davood Mazinanian, and Danny Dig.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Eshkevari, Davood Mazinanian, and Danny Dig

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:38:14.183430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:8856b7ef937c2d1886e53c578eb39d9a9133473231bf5d675c44e1e50af45ba8

Observation 023943db-2ed3-4b89-b6df-223fbc2d56c8 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.144300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:95ed2eb4fa1657c8dc8def12ae5a89fab95239c3d107984ab5d9bdb20af56570

Observation 9b789963-4c62-4416-a8a4-44b7fc396dbd · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.121887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:c24ffc55f854447f92bd412b240f9fb2670d143b5b5d30f480b4f934ddc96f8f

Observation ee508b45-1796-4928-98ce-43f23d6554c1 · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:38:14.705089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:8ab109aaa3e84f5a20cb83372b3fc356ec1c572b3ecf76d6a50497a94cf82b25

Observation 575fdc96-6b39-4749-b827-4deb3bea7960 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:38:14.681266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:26aa35d94a6ef6e76a8a3d816c5b33c582b40b1e561a5424acfc293a1487ef6f

Observation aca07cf2-c4ae-4b2b-9bb0-258ce373e8dc · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.126026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:25051ff7c1aa0a85c37ffce701bbd20f86f00094cb739c067a14dfec38b6db87

Observation 44f6121a-b1c2-4fe4-a9c4-bd1cdb6b3b98 · outbound

This paper cites Demystifying llm-based software engineering agents.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Demystifying llm-based software engineering agents

Reference 44

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.189863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:22e4b4389137515f9012c0715e4862ae775594c0f9e13e64414de1630a8ce5d0

Observation 51ccd4ba-76f6-4b1d-9035-c711d71a40f4 · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.130110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:d9ca6fc2af58a2768e129361cfc37243835eda468410bd5dfdcf4b502ed90966

Observation 07a82edf-2ecf-4f6f-ac36-72dd915d059d · outbound

This paper cites Davis, Peter Y.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Davis, Peter Y

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:38:14.180242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:be3921e8b89759b994f7e10352ca6b2d7677273b522df8c95ce28d26c6db4032

Observation f929dcc2-0b9a-4acf-86f5-4e9082f324c8 · outbound

This paper cites Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:23:39.136001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:9409cb3db70ecf5c99cec9dffdbbd5333a7ad750c662ad7747c9b2768eef4143

Observation ec8d85de-f33e-4b4d-847d-1f97085ced9f · outbound

This paper cites an unresolved cited work.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-14T01:23:39.118300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:d1b7100a3d80b95c09bf1713743b4c2384966f83789cd6069961a8e2caf54502

Observation 5fcbdf9f-8c01-40e4-b875-5f3cc2f8200f · outbound

This paper cites Repocoder: Repository-level code completion through iterative retrieval and generation.

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits Repocoder: Repository-level code completion through iterative retrieval and generation

Reference 49

Resolution
verified exact
doi, observed 2026-05-13T20:38:14.144514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:b9afbf002fd0a7156673ddab3c1596f54460ca332d2350e17ca1ba0241393d53

Observation 257235dc-e8e7-4d44-8f33-6bee5c8fdb0f · outbound

This paper cites In Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (Vienna, Austria) (ISSTA 2024).

AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits In Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (Vienna, Austria) (ISSTA 2024)

Reference 50

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:38:14.173704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:093935b844163b6a32bace040842197862d0f091218c65bb632c91d6ffade51e

Pith citing papers

Observation c3359b8e-154a-4132-9dc1-76052d7d8877 · inbound

Bug Report Specification Refinement with Trajectory Guidance for Automated Program Repair cites this paper.

Bug Report Specification Refinement with Trajectory Guidance for Automated Program Repair AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:07:20.346308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-07-10T16:05:41.788680Z digest=sha256:609801fc4b98f2eb129d9aa8999ef1c0f747a8e7e6b131756bad1dd710608b95

Observation 31749e97-37f7-4cd9-8bfd-a51537edb476 · inbound

How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study cites this paper.

How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-14T08:45:10.761935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T08:45:10.761935Z digest=sha256:4c8d0a8692b0d47bc47f72e636ad69397f8f8eaed7070ae4e245020d9311057b

Observation 28248f2f-bdf7-41df-8bc3-be1815d9a112 · inbound

How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study cites this paper.

How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study AgentSZZ: Teaching the LLM Agent to Play Detective with Bug-Inducing Commits

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T07:09:29.368610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:09:29.368610Z digest=sha256:c83acec026d893c895d9feae0e84a64caa5c1f341d07553acb3a33ba06632c0a