Paper Citation Record · LEDGER

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning

As of 9 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2608.02974.

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

pith.paper-citation-record.v1
2608.02974 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:27:45.448814Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

31 of 31 outbound references displayed

verified exact7
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier3
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a15b78fe-d8e2-47c2-8305-fb4e5d9f3cb0 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.303295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b0907e5-ba59-47db-929a-7f8496ecbcf0 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.308817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6bc3284-cb04-451b-b311-9863f05d98c4 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.313799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036cf68d-64e6-416d-b6a3-77730ded8244 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.318579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97899110-ec2c-4d9a-af8d-c24a9edcf396 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.323948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11e5445b-df3b-469c-b81a-6c3d8d0ce933 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-08T04:27:45.725891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f71bbde6-0e51-4bf3-883b-60036021a858 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 8

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T04:27:46.826550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9ad0261-236b-404c-b67e-6ba154e37401 · outbound

This paper cites A game of alignment:collective behavior of multi-species.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning A game of alignment:collective behavior of multi-species

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.343064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baca5bae-608d-4bfa-bb50-27f050c25bd1 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.348097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 479a63d0-13e7-4dee-b39b-dab388a13d88 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.352680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fe39078-4955-4840-899f-02f64ff99bf1 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.357334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4fc4862-9ee5-422b-aeae-47a7ab7a7294 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.361874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f720c5d1-d498-4168-ae15-b694ac2b470d · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.366261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc989497-fe2d-4088-a04d-593e58d26f25 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T04:27:46.485509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cedae621-69c3-4590-8078-ecc0e75f554a · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.375108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cac0c9e5-c385-4758-8f20-8548b8fef651 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.379562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06854be8-832e-4f86-accd-24a16cb448f7 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 18

Resolution: malformed identifier; no resolver link, observed 2026-08-08T04:27:45.384153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3689c082-dc00-49d5-a5ac-0aeff28a723f · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.388788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afc24455-8ba9-43cc-8e49-a19493424031 · outbound

This paper cites AgentFL: Scaling LLM-based Fault Localization to Project-Level Context.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning AgentFL: Scaling LLM-based Fault Localization to Project-Level Context

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.393196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a248125-f5c2-4b4d-b0c5-3a416ee95ab6 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.398472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb403329-61fc-4157-bf21-fc55007bd4b6 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.403012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29349262-4494-4285-a36f-d0fc695337d3 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-08T04:27:45.407309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62c3a58-6f11-494d-86c7-7d53fbebf960 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-08T04:27:45.662831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 849e468c-160b-4b87-b66b-af49ffaacc73 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 25

Resolution: verified exact; raw_fallback, observed 2026-08-08T04:27:46.075177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b1271af8-579b-402b-ae1d-fcbe5cc37ac6 · outbound

This paper cites Enhancing IR-based Fault Localization using Large Language Models.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Enhancing IR-based Fault Localization using Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.420895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46108de0-caad-4392-bdaa-abd3c9aae820 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-08T04:27:45.517538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d9c3f11e-c81d-4bfb-ad35-ca79c67febf7 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 28

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T04:27:45.992073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e591e0c-274c-455a-9d8d-0c86084167dd · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-08T04:27:45.502361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 30fb0d4d-9122-43ea-83be-372fe97fcf7e · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:45.439833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c1108a6-2cf8-4dcc-816d-f23a0580108b · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 31

Resolution: malformed identifier; no resolver link, observed 2026-08-08T04:27:45.444202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de27f516-7ac8-4b22-aaa8-65a4ffd4aba7 · outbound

This paper cites an unresolved cited work.

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-08T04:27:45.486316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.