Paper Citation Record · LEDGER

Context-Aware Generative AI for Automated Telecom Test Script Generation

As of 20 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2606.21151.

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

pith.paper-citation-record.v1
2606.21151 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T13:59:57.596360Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

20 of 20 outbound references displayed

verified exact2
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c94113d6-8180-467b-bacc-5877d3beb92c · outbound

This paper cites The need for multivocal literature reviews in software engineering,.

Context-Aware Generative AI for Automated Telecom Test Script Generation The need for multivocal literature reviews in software engineering,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad93ea0f-dda5-4e57-a58b-74eb26603fa4 · outbound

This paper cites ChatUniTest: A Framework for LLM-Based Test Generation.

Context-Aware Generative AI for Automated Telecom Test Script Generation ChatUniTest: A Framework for LLM-Based Test Generation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:59:37.837379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d36979c-00af-4532-96b3-86e13dab0b05 · outbound

This paper cites An empirical evaluation of using large language models for automated unit test generation,.

Context-Aware Generative AI for Automated Telecom Test Script Generation An empirical evaluation of using large language models for automated unit test generation,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eed68e7d-a2f7-481b-9eb4-4cd663a1b400 · outbound

This paper cites SeaNet: Knowledge graph -based autonomic network management,.

Context-Aware Generative AI for Automated Telecom Test Script Generation SeaNet: Knowledge graph -based autonomic network management,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e8d55e7-5bb3-4c94-85df-2ad0c175239d · outbound

This paper cites NORIA: An operational knowledge graph for IT service management,.

Context-Aware Generative AI for Automated Telecom Test Script Generation NORIA: An operational knowledge graph for IT service management,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b41a85f-59b9-4233-a130-b4b414a9e1e3 · outbound

This paper cites an unresolved cited work.

Context-Aware Generative AI for Automated Telecom Test Script Generation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75de9d88-d9d1-4408-a145-141764875e48 · outbound

This paper cites an unresolved cited work.

Context-Aware Generative AI for Automated Telecom Test Script Generation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db7d5e6c-2b81-4e08-a261-4ee90f236cb0 · outbound

This paper cites Model Context Protocol: Specification and Overview,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Model Context Protocol: Specification and Overview,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa143cc7-0a45-4288-8ec4-ac89d0579b77 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Chain-of-thought prompting elicits reasoning in large language models,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6398b41-c866-4e65-9ea6-9c45058bfa4a · outbound

This paper cites Testim: AI -powered test automation platform,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Testim: AI -powered test automation platform,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91fc1841-b743-4bce-a5b3-4f4904324f5f · outbound

This paper cites Landslide: 5G Core Network Testing,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Landslide: 5G Core Network Testing,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a57b7e8-ac6b-4db5-bcf7-89a2c4dad78d · outbound

This paper cites an unresolved cited work.

Context-Aware Generative AI for Automated Telecom Test Script Generation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c08611dc-b5df-4398-b14e-ed2c14fa1404 · outbound

This paper cites Knowledge graph -based test case generation from requirements,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Knowledge graph -based test case generation from requirements,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 050743bf-cfe6-4e10-a4ad-7b2515b0e4e5 · outbound

This paper cites LLM agents for network penetration testing using knowledge graphs,.

Context-Aware Generative AI for Automated Telecom Test Script Generation LLM agents for network penetration testing using knowledge graphs,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd62c3d-6717-4fb0-9bc5-2a21df87f9b3 · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Context-Aware Generative AI for Automated Telecom Test Script Generation REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-04T06:59:37.839651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4987008a-1edc-4eae-ab3c-6988b778f1a7 · outbound

This paper cites Utilizing artificial intelligence to test cloud applications,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Utilizing artificial intelligence to test cloud applications,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7791c890-35c9-469e-b8af-61b30682eeb3 · outbound

This paper cites An artificial intelligence automated software testing system and method,.

Context-Aware Generative AI for Automated Telecom Test Script Generation An artificial intelligence automated software testing system and method,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c8135b-77a0-49e4-a749-b65b0e51df66 · outbound

This paper cites Intelligent analysis and application system and method for wireless communication network knowledge graph,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Intelligent analysis and application system and method for wireless communication network knowledge graph,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c0a706-fd1a-441d-b963-338e3d29d1df · outbound

This paper cites Automatically generating an application knowledge graph,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Automatically generating an application knowledge graph,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1015d94-0822-417f-9d49-7433dec58529 · outbound

This paper cites Knowledge graph -based network security test generation method,.

Context-Aware Generative AI for Automated Telecom Test Script Generation Knowledge graph -based network security test generation method,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T13:59:57.596360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.