Paper Citation Record · LEDGER

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2507.18190.

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

pith.paper-citation-record.v1
2507.18190 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:43:20.817803Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:14:46.335830Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T12:14:47.444583Z

Reference resolution

34 of 34 outbound references displayed

verified exact3
verified fuzzy1
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation adb03e34-4779-47dc-adf9-910cece073cd · outbound

This paper cites , " * write output.state after.block = add.period write newline.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.723743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fba2037-df6e-4cf0-bd65-33e6a46223e6 · outbound

This paper cites write newline.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.727482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a8a3713-1628-4f6f-a69e-505eb18980a1 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.730684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da678c2b-83f9-467a-9f1c-0e7d3161bb9c · outbound

This paper cites MASAI: Modular Architecture for Software-engineering AI Agents.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks MASAI: Modular Architecture for Software-engineering AI Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.734665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f153d4-e8a5-44b4-b5f5-89eefc3275c5 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.554628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c4eafab-b26d-4343-ac49-0923a2da1340 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.543397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8268d2df-1dbd-4ff9-9df6-0f7c91a2eb90 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-06T14:43:21.264535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75b56060-05e0-4b0a-a037-0c16ba0d28de · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.746748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecb316ea-9dbd-4ae4-b5fd-2893b9910300 · outbound

This paper cites S.; Sharma, M.; and Rajabi, E.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks S.; Sharma, M.; and Rajabi, E

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:43:21.532097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97324091-8c70-4e81-9808-038dc44d3ef0 · outbound

This paper cites Efficient Telecom Specific LLM: TSLAM-Mini with QLoRA and Digital Twin Data.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Efficient Telecom Specific LLM: TSLAM-Mini with QLoRA and Digital Twin Data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.752391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f65efa0c-cc16-494d-93fa-1ee9f0d1985e · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.519850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3509dd78-d956-4aab-a288-ebc8561592e5 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.509286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b640265-3d48-4fa0-baf3-c0aebd89a112 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.497378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c98174c-0329-45d4-b4af-748274047ac4 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.486440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44141d03-f197-479a-ad70-ae67b2f8a578 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.474953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8189fb97-d560-4a90-b3e7-14b7febd7868 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.768555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f66d120-4eaa-416f-8f8a-e196afee9495 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.463505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c33d71a2-fa65-4332-bf47-23eb2bd74e77 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.450946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f6355b66-20ce-49cb-9d02-8eb5deedfa5b · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.439097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50b1aaf4-f80c-4f73-8fe8-bc9dd9faf2ec · outbound

This paper cites Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.778919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 301eb050-303a-4e4f-baed-f33767ebca73 · outbound

This paper cites Tele-LLMs: A Series of Specialized Large Language Models for Telecommunications.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Tele-LLMs: A Series of Specialized Large Language Models for Telecommunications

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.781630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 742fab97-96a7-4209-934a-8e1ab38f5a6d · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.427469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0cb597d4-52a0-4bb6-aee5-b06a9a3a5e59 · outbound

This paper cites RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:43:21.060387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 294acb69-b9c4-4b8c-ad22-b675d4d9bcbb · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.414973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c8d899f-5717-4166-be6c-c95ab0a40ad5 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.402478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 117365ff-4fd1-4e5c-a2f2-8da4cc48dab3 · outbound

This paper cites Reason-Align-Respond: Aligning LLM Reasoning with Knowledge Graphs for KGQA.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Reason-Align-Respond: Aligning LLM Reasoning with Knowledge Graphs for KGQA

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.795111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88862cc5-e30b-4545-b107-22699f36f3e8 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.798257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e17013-d8bc-4740-8094-86e0fb187103 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.801608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f84edea-c033-4f2f-b048-be4b74711b13 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.804126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d80259c-f5fd-4a1f-a686-8f996230c27e · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.384755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ea7ea9f-55a7-43b3-a27b-810639bc02b2 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.372337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ba63b804-a8cb-4b6f-90b9-ec8466d9b935 · outbound

This paper cites Qwen3 Technical Report.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Qwen3 Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:20.811919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59d5ff87-a611-4de6-a361-30544a36fdd0 · outbound

This paper cites an unresolved cited work.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:43:21.359126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3847720a-0bf3-460e-9983-1e118e7a8e84 · outbound

This paper cites An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks.

TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:43:20.852316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 548a139e-5dc1-4bee-82fc-6d5d0b859770 · inbound

Reasoning Language Models for Root Cause Analysis in 5G Wireless Networks cites this paper.

Reasoning Language Models for Root Cause Analysis in 5G Wireless Networks TN-AutoRCA: Benchmark Construction and Agentic Framework for Self-Improving Alarm-Based Root Cause Analysis in Telecommunication Networks

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:14:47.534580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.