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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 2026-08-04T06:34:03.388597+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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:a1786b9a2d7fc2a933abe7eccb8e0c377948c4ada77e76ddb0ac86fb0833dd82

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:0ee4ea0d44119f90760bbd205a83377654cf1aa24500720cd1810b0220a76565

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:7b7bfff3f512297876e5eb931bb74990372cb2f49b2610b7fdc2b932e42460eb

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:8c60e17b4e3faa1e499127fa43a93a108c091a0d7983973fb1e391cb44704abd

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:3f623961c4f96d4379a2c623dc62015984956f1a11722d0733d7015103c3f940

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:ce96467d9bfd83443d8794cd232ece3c9dc3c9ba0254fd438f48c378fee0b215

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:169a8ae048e3a9dd90feef907cf52dba058270b9f757e7cf9f729647fadc6a56

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:357fca6e79aa32be5948743c4f303b718d887c570296d325f66401e6d4cd0327

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:acc8a40e23c34aedde7cad9b06c6698c0dceb1eca3c4c417d444e5f2b5a1d07b

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:47908cab2b8dcde6580b1c37417a7fff86410d18c8f8fbfc25d04879c55d365c

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:8746566b4c908be8ab8e7122275737edb68f08f38e4eaf8e692462baf7a93dc0

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:7ab2e26f93b57efda84009edd5f30992ccd9fa975074636fd87c1233dc41c9fc

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:ce15d8eb3b16de4147468be390bad6271f0768b018fb1a3a86583fed3161a42c

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:55ace5cc609b61ffce6433bc8abe6132b09f426c00df78fbc6450bc35e5ebef2

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:70b6913b7690ae0c569a8c7dfda3c19963007d91fedb248dc7d82fa2c8baf7b7

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:099630ed61765643127eef7b0727b4aeae38fcf6de9569b0a639d2215c02fd72

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:0d0ff6ffcc8cd420ab40dd8995ed479dbff18e3065a05394ba1f711841213010

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:6cf8f3e8fbe319785cc787372571f33f9894ba7a82c0e63fd60f271a751c4712

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:2dd558a478025476d393dce16937461da52249efe6287e3221aa64c6d8949855

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:0d5e65fdfb379c8e1e267cc4498b63b836aed14e52a8d1193b233ea2e1be2e15

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:36cecc6141a51b275b6d0ef64c67e621e221f90dc87cdc9ac544dd716c1e29f3

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:80e6368129ae514fd330c80fccffd2d8039f6dfa6b6b5e4d342a0d51ffb4e82e

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:8372dbe6adc2f881a3acb66b10cdb23658a98deec8ec59b8671eee17d81affb4

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:c824f46d5550a28773c40cfff9aae107147c5a6c82bb1553cf7fbcfe753571bc

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:9c90e323f3b8258372c744888e9eb1db7aebca527c193167b81cd24967ca5aa2

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:95a5c0285ab550233a1724c6469ba8158cc5eb1ca17003d4bb6f5eb1cba1cc2f

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:1d66f78da85cff4eaf98dba7632f61cf08e6dd90ece6574fc7008b677fb3026e

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:92ae9e6fbbe33d11af18c2391ac3651df53a40433ea5a8b2a54695963a2d6b2a

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:6f28fd1c83aafb0952e117c0fd5c246a08106fc8eb1b39b3f72e3b2841fd0c6f

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:eeec2854a947923a68482959e7b6a79b75fd606af7b24a59e46d0e29d0fb101a

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:4f46bc63c117ebf65285eee168475328bac9965116c02798c2dad9d5f478ffa6

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:a17bec78f85f894bf0258b84e12d32b7c409387e0d9d03c2b047362698295a30

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:a78bf908a12fda302fab82222db734093e6dbfa3b38d40c166991140a62b0b78

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:09e34961582edc41bd6df86bf44ff018cb41db59742117124bb19cc4355bef7b

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:db47249c2bbeb440aa9113d50ed79866bdff5930433cc18e5ca97c5a9649dd1f

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:c1aa3b1eb19f679e581af150e9114a40c08d02797d3d2f4eb0fea52cc0294b37

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:288fbe4b4a34512b6d79563975a00b870ca75a96e94c5061d4f666d1332b022a

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:8c4bc3929754903614e5766ce317d8856881ed74fba542fbb672a8d3f16c4844

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:4511ede3201b0a1a7800e28893857f89a247a82c8653074c3d953367daeaad60

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:cd350c8a6bfab3ead8da85723dab0f29286503fc9d40956dfe9c5e74bb939f7d

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:910e003fd459a2ad6972202312508b549a3a19c84626493f8d4b35ea26092245

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:be60d40a8c47a99bb21b73e0938fe2b41abd45a3b59d4806d3c54f53a81ee21a

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:bcbe8190c3051fa8ba514fdf8df5f5d9280814d72293d8facfed121ed5cba1d9

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:f7edf9aa45acbc1e4f365f4b300094e6259375d6d519fc71e42c9cd48ff4c56c

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:fc8c7ac2c174bff3049d5655a8d331da353bc0e0a89ae38c0d4d8c391e6dc9c2

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:87a3c1a0511d13050388af76b28e964e628a9952b53793bf3d6246ffa089d43b

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:1ddb9b32d0ef00f31cfd9a6525e8607f94e77e07bd1908371ccc1002cb8bcc4f

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:53f94333db0eaffb692ef59d787b1cc6db9a926017310e6072c3f7f438625e8b

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:0b26df8e499e2518cff07d491704f3297d9d7300d18526185337da045966444b

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-13T20:35:06.784505Z digest=sha256:f6256b9399f6c54ee70f3aeb7b25434cc4d82649521f63498b37669e2bdefb54

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 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-10T16:05:41.788680Z digest=sha256:73632abec09ff3e2341077e69a03c11a38142632d1ef26b5ab8a6788df39be3d

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