Paper Citation Record · LEDGER

Large Language Models in Fault Localisation

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2308.15276.

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

pith.paper-citation-record.v1
2308.15276 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:21:40.829222Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T01:09:18.455723Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f093ddc1-9963-4d70-83c1-939601a1d35e · inbound

Agentless: Demystifying LLM-based Software Engineering Agents cites this paper.

Agentless: Demystifying LLM-based Software Engineering Agents Large Language Models in Fault Localisation

Reference 96

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:12:22.361451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1d13b1c9-e5f4-4bfd-872d-dd3cf8b74ce4 · inbound

FlexFL: Flexible and Effective Fault Localization with Open-Source Large Language Models cites this paper.

FlexFL: Flexible and Effective Fault Localization with Open-Source Large Language Models Large Language Models in Fault Localisation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T19:30:48.749946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a60a941-8b6f-4ede-960b-c6a95a6bbb06 · inbound

Identifying Root Causes of Null Pointer Exceptions with Logical Inferences cites this paper.

Identifying Root Causes of Null Pointer Exceptions with Logical Inferences Large Language Models in Fault Localisation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T04:48:58.545070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1af8ff0-6fee-4ef8-9204-21ee8855e9b4 · inbound

You're (Not) My Type -- Can LLMs Generate Feedback of Specific Types for Introductory Programming Tasks? cites this paper.

You're (Not) My Type -- Can LLMs Generate Feedback of Specific Types for Introductory Programming Tasks? Large Language Models in Fault Localisation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T22:22:55.278853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01dc90bb-d0dc-433c-9e99-4a73ae3d4ff3 · inbound

Fault Localization via Fine-tuning Large Language Models with Mutation Generated Stack Traces cites this paper.

Fault Localization via Fine-tuning Large Language Models with Mutation Generated Stack Traces Large Language Models in Fault Localisation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:42.506950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7722aae-1f40-4865-a1c2-d27c4a894c8e · inbound

Towards Adaptive Software Agents for Debugging cites this paper.

Towards Adaptive Software Agents for Debugging Large Language Models in Fault Localisation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T10:21:40.829222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1bb29cd-36a4-4978-914b-c308641e9998 · inbound

Evaluating Large Language Models for Real-World Engineering Tasks cites this paper.

Evaluating Large Language Models for Real-World Engineering Tasks Large Language Models in Fault Localisation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T22:16:08.342592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5bbca05-0d57-4bcc-bc27-d2b94c1e4f3d · inbound

SysLLMatic: Large Language Models are Software System Optimizers cites this paper.

SysLLMatic: Large Language Models are Software System Optimizers Large Language Models in Fault Localisation

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-19T12:22:17.193581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 85f2c0d2-c37a-4dbc-93c5-22a7230e6cd6 · inbound

Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs cites this paper.

Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Large Language Models in Fault Localisation

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T11:10:33.881212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b76905ca-99b4-4b87-a449-4af56651684b · inbound

Improving LLM-Based Fault Localization with External Memory and Project Context cites this paper.

Improving LLM-Based Fault Localization with External Memory and Project Context Large Language Models in Fault Localisation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:45.544091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdcf5dd8-c727-4edc-9f7b-c83732c17941 · inbound

SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution cites this paper.

SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution Large Language Models in Fault Localisation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T10:55:23.883262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f27bf6b6-da30-411f-9ab1-cd1a6f21deea · inbound

Towards Explorative IRBL: Combining Semantic Retrieval with LLM-driven Iterative Code Exploration cites this paper.

Towards Explorative IRBL: Combining Semantic Retrieval with LLM-driven Iterative Code Exploration Large Language Models in Fault Localisation

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:06:58.872561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 71b45c23-27b6-4dfc-a408-c84c252936f3 · inbound

Large Language Models for Fault Localization: An Empirical Study cites this paper.

Large Language Models for Fault Localization: An Empirical Study Large Language Models in Fault Localisation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T08:26:08.099390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a171db3-7bb1-4b09-9af6-a37d9fd1d037 · inbound

LLM-Based Automated Diagnosis Of Integration Test Failures At Google cites this paper.

LLM-Based Automated Diagnosis Of Integration Test Failures At Google Large Language Models in Fault Localisation

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:16:05.458755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e6da685a-8b6a-4b68-b2a4-7471c98d13ce · inbound

Taint-Style Vulnerability Detection and Confirmation for Node.js Packages Using LLM Agent Reasoning cites this paper.

Taint-Style Vulnerability Detection and Confirmation for Node.js Packages Using LLM Agent Reasoning Large Language Models in Fault Localisation

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:59:49.621088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c2a9e632-3a1b-4f86-ab54-e2d391a57abc · inbound

BLAgent: Agentic RAG for File-Level Bug Localization cites this paper.

BLAgent: Agentic RAG for File-Level Bug Localization Large Language Models in Fault Localisation

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-20T09:33:10.640828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 95b01b46-39bf-4d07-9875-8d44d18e359f · inbound

BLAgent: Agentic RAG for File-Level Bug Localization cites this paper.

BLAgent: Agentic RAG for File-Level Bug Localization Large Language Models in Fault Localisation

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-07-04T01:09:18.457262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 115cfc66-81c8-4398-aec8-742771209547 · inbound

Towards Better Linux Kernel Fault Localization: Leveraging Contrastive Reasoning and Hierarchical Context Analysis cites this paper.

Towards Better Linux Kernel Fault Localization: Leveraging Contrastive Reasoning and Hierarchical Context Analysis Large Language Models in Fault Localisation

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:56:49.288390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4b063a0a-ca9b-4c07-99be-d9e1bd7d79c8 · inbound

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents cites this paper.

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents Large Language Models in Fault Localisation

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-01T14:12:01.029640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.