Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:48:57.501747Z
Paper Citation Record · LEDGER
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis?
As of 16 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2608.07899.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
18 of 18 outbound references displayed
- verified exact1
- verified fuzzy13
- unresolved3
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1987d79c-48b4-4bce-8171-e798c0ee76e9 · outbound
This paper cites AgentOps: Enabling Observability of LLM Agents.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? AgentOps: Enabling Observability of LLM Agents
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:48:57.411093Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a6b86ac-8312-47cc-afe9-e0627672e8bf · outbound
This paper cites Which agent causes task failures and when? on automated failure attribution of LLM multi-agent systems,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Which agent causes task failures and when? on automated failure attribution of LLM multi-agent systems,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.945412Z
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 cad0cff7-147f-48ee-9b20-849f850eacc9 · outbound
This paper cites Seeing the whole elephant: A benchmark for failure attribution in LLM-based multi-agent systems,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Seeing the whole elephant: A benchmark for failure attribution in LLM-based multi-agent systems,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.929325Z
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 5d75ebf4-b5c8-4904-a8fd-c1640e91c5b9 · outbound
This paper cites AgentRx: Diagnosing AI agent failures from execution trajectories,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? AgentRx: Diagnosing AI agent failures from execution trajectories,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.913173Z
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 846813eb-c8b5-4a5b-b8d2-13eb7e099f71 · outbound
This paper cites RCAEval: A benchmark for root cause analysis of microservice systems with teleme- try data,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? RCAEval: A benchmark for root cause analysis of microservice systems with teleme- try data,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.897137Z
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 ae5bad96-56b3-4454-861f-7c2d97ca5e42 · outbound
This paper cites Causal inference-based root cause analysis for online service systems with intervention recognition,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Causal inference-based root cause analysis for online service systems with intervention recognition,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.864610Z
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 212cce5f-3714-4924-8fca-1b9c1660890f · outbound
This paper cites What is OpenTelemetry?.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? What is OpenTelemetry?
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.848398Z
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 72c078aa-884e-47f2-99d3-795041cfc21d · outbound
This paper cites OpenInference: OpenTelemetry instru- mentation for AI observability,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? OpenInference: OpenTelemetry instru- mentation for AI observability,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.832071Z
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 5fdf104c-1682-4ede-91b0-47313b54e21f · outbound
This paper cites Selective classification for deep neural networks,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Selective classification for deep neural networks,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.814666Z
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 4fdf8975-ecb2-4a35-8607-9b5b18fa5a8f · outbound
This paper cites Know what you don’t know: Unanswerable questions for SQuAD,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Know what you don’t know: Unanswerable questions for SQuAD,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.797007Z
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 3adec452-8ad5-4908-bddc-d721052e4e5e · outbound
This paper cites Do LLMs know when to NOT answer? investigating abstention abilities of large language models,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Do LLMs know when to NOT answer? investigating abstention abilities of large language models,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.780103Z
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 8c09bb2a-87e8-41db-9a23-f9744f10c0ba · outbound
This paper cites AgenTracer: Who is inducing failure in the LLM agentic systems?.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? AgenTracer: Who is inducing failure in the LLM agentic systems?
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.762331Z
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 586471cc-b8f0-4336-8a1a-ba48207b6203 · outbound
This paper cites REFLECT: Intervention-Supported Error Attribution for Silent Failures in LLM Agent Traces.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? REFLECT: Intervention-Supported Error Attribution for Silent Failures in LLM Agent Traces
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T00:48:57.547794Z
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 29bedae3-609a-4e9a-9df4-f2535188f4ba · outbound
This paper cites Abstention- Bench: Reasoning LLMs fail on unanswerable questions,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Abstention- Bench: Reasoning LLMs fail on unanswerable questions,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.745306Z
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 78bb322d-3633-46c6-8578-8a5fc8db69e1 · outbound
This paper cites AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:48:57.485759Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ea38a76-279d-4b3f-b328-a4faf4da3dc1 · outbound
This paper cites AgentTelemetry: OpenTelemetry-based observability for AI agent systems,.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? AgentTelemetry: OpenTelemetry-based observability for AI agent systems,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:48:57.727006Z
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 59dc231c-70a1-4017-8e42-4120a3dd0d0b · outbound
This paper cites an unresolved cited work.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Unresolved cited work
Reference 2025
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-12T00:48:57.880958Z
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 8b0ecf95-6963-4e5d-b7c8-f274eceac7aa · outbound
This paper cites Available: https://arxiv.org/abs/2602.02475.
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis? Available: https://arxiv.org/abs/2602.02475
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:48:57.433112Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.