Paper Citation Record · LEDGER

An Exploration of Agentic Information Fusion for Test Maintenance Prediction

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.04786.

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

pith.paper-citation-record.v1
2607.04786 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T13:32:25.037160Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

45 of 45 outbound references displayed

verified exact2
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d5bb63df-6e6b-4516-8c4e-a00602cbcd87 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b14626-de5c-435f-b4f8-1fb7b96284d1 · outbound

This paper cites 2022.Effective Software Testing: A developer’s guide.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction 2022.Effective Software Testing: A developer’s guide

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f853f175-0d62-43d8-8995-6551f0f435aa · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eacdcb20-857b-4fe6-a9e8-6a30f3b0f0b3 · outbound

This paper cites A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9b87252-10d1-40f4-82a8-9bf9570676a7 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7f0dfc8-d4cb-40cd-bca2-4a97e610d62a · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46170973-9b77-4df3-9e57-48d4cccf343b · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c18eb6b3-66c9-43a7-bf0e-0fd9b13b8e74 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a888c56d-44c4-46d9-ab44-58c923a50676 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-11T13:38:02.541376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6de07aa-7723-4019-9c9d-27fe0ee69f55 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a50abaf-8cb6-4b23-90c6-8dff37045307 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90de33f-d6c7-49fd-8998-7db9329f15a2 · outbound

This paper cites Graph-Grounded LLMs: Leveraging Graphical Function Calling to Minimize LLM Hallucinations.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Graph-Grounded LLMs: Leveraging Graphical Function Calling to Minimize LLM Hallucinations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc3db27e-988d-4bf4-80e4-a04d94475daa · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1d5f7b-a96c-4a69-bbf3-d0cc86f20fe8 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db15692e-fece-4cc7-9f63-e73933063282 · outbound

This paper cites In2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE).

An Exploration of Agentic Information Fusion for Test Maintenance Prediction In2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f692a89d-ec13-4982-8245-01856a3cb47c · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d60e5b-9e7b-4f44-9479-031d69477834 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0988b2e5-909f-4d3a-9713-2d873a177f03 · outbound

This paper cites MCERF: Advancing Multimodal LLM Evaluation of Engineering Documentation with Enhanced Retrieval.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction MCERF: Advancing Multimodal LLM Evaluation of Engineering Documentation with Enhanced Retrieval

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f16016-1d39-43f4-bca3-8323b6223d14 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6db3fc6-bff8-427f-ac96-6a3dc37fa6dc · outbound

This paper cites LangChain.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction LangChain

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77287c8-0b74-4924-a18e-20e09b055c95 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d8dd039-66b8-4e2f-82d4-b02e40fac7cf · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-11T13:38:02.544700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 22e136d0-2bf7-4e58-b677-835c6380182e · outbound

This paper cites Exploring the Integration of Large Language Models in Industrial Test Maintenance Processes.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Exploring the Integration of Large Language Models in Industrial Test Maintenance Processes

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 691df968-c372-4434-aee0-d8763019157f · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0cfae76-5272-40fa-a21c-a3b555ef7436 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e81c2dc-1eb1-4096-a0d7-7d521108aedc · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32d17c5f-e87d-4522-b119-3950d2eba76f · outbound

This paper cites 2014.Git in practice.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction 2014.Git in practice

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82d8ca26-fd85-4255-a688-350df1f05d69 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a49d6f9-8862-4281-9127-6505f700192c · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c3fdd5-9469-4f03-910c-3b13590a7cb8 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61ab83dc-6048-4a07-993e-0e7ac324cac0 · outbound

This paper cites 2009.The probabilistic relevance frame- work: BM25 and beyond.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction 2009.The probabilistic relevance frame- work: BM25 and beyond

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fea76424-f347-4bbb-ab48-f70ac2cd3264 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50c30355-d382-4de3-b034-d5929fc58290 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e4d747-9418-45c0-8a3e-29f3bec2afb5 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7d9a44-15e2-44a7-bfc5-c2950b49cb59 · outbound

This paper cites Qwen3 Technical Report.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Qwen3 Technical Report

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9407b61c-647a-4a9d-878e-8089065b4a60 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d51a587-aaf5-4b18-9168-5a613265465b · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98201119-154f-4f86-bbf4-21393a219e25 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6556d71d-9657-418e-9630-abbd7554cb53 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef57077e-71b9-46de-b1b8-9132c0c7e25e · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 398a9f79-1672-4279-a3fc-8929f922b1b8 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daedf73d-face-44c2-81e9-698a4f2c8ba7 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b20d9ecf-2b86-45b6-b933-350c2a9e5d89 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6532e35b-bb25-4876-9493-f2a4d514df31 · outbound

This paper cites an unresolved cited work.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc124516-4b93-4541-855b-c2733075cfef · outbound

This paper cites A Survey of Large Language Models.

An Exploration of Agentic Information Fusion for Test Maintenance Prediction A Survey of Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-11T13:32:25.037160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.