Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations | Paper Citation Record

Observation cb6f4abd-f694-450b-ab00-5b47fa18f8a6 · outbound

This paper cites A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345, 2024.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345, 2024

Reference 1

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Observation 8256e7f0-6239-4a63-bdec-4ed3c9f050f4 · outbound

This paper cites The rise and potential of large language model based agents: A survey.Science China Information Sciences, 68(2):121101, 2025.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations The rise and potential of large language model based agents: A survey.Science China Information Sciences, 68(2):121101, 2025

Reference 2

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Observation e012fc0c-75f1-4d6c-96e9-952f091e4daf · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 3

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Observation 69549676-d5a5-4686-81c4-4324ec930784 · outbound

This paper cites Probing scientific general intelligence of llms with scientist- aligned workflows.arXiv preprint arXiv:2512.16969, 2025.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Probing scientific general intelligence of llms with scientist- aligned workflows.arXiv preprint arXiv:2512.16969, 2025

Reference 4

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Observation d0aa1192-b715-403e-a4d3-207b73a0c850 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.ACM Transactions on Information Systems, 43(2):1–55, 2025.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.ACM Transactions on Information Systems, 43(2):1–55, 2025

Reference 5

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Observation 803ffc72-fdee-45be-9e2b-04c26bee5ec7 · outbound

This paper cites Improv- ing factuality and reasoning in language models through multiagent debate.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Improv- ing factuality and reasoning in language models through multiagent debate

Reference 6

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Observation 897d721f-2151-400f-8963-96bf8cdd16f9 · outbound

This paper cites Kghalubench: A knowledge graph-based hallucination benchmark for evaluating the breadth and depth of llm knowledge.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Kghalubench: A knowledge graph-based hallucination benchmark for evaluating the breadth and depth of llm knowledge

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:32.828700Z

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Observation 182af4d9-4531-436c-bff9-64179cf9552d · outbound

This paper cites MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.102141Z

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Observation 6bc82ebb-2797-49cd-9634-d4238cb45c9c · outbound

This paper cites Hal- luhard: A hard multi-turn hallucination benchmark.arXiv preprint arXiv:2602.01031, 2026.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Hal- luhard: A hard multi-turn hallucination benchmark.arXiv preprint arXiv:2602.01031, 2026

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.107254Z

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Observation 715c56ad-0829-429f-b83a-656c88415708 · outbound

This paper cites Agenthallu: Benchmarking automated hallucination attribution of llm-based agents.arXiv preprint arXiv:2601.06818, 2026.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Agenthallu: Benchmarking automated hallucination attribution of llm-based agents.arXiv preprint arXiv:2601.06818, 2026

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.111513Z

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Observation d32cb739-f14a-462b-8f68-1f58735d6533 · outbound

This paper cites Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research Trajectory.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research Trajectory

Reference 11

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Observation 250a24ef-390d-4cce-b629-443ceccac339 · outbound

This paper cites Selfcheckgpt: Zero-resource black-box hallucination detection for generative large language models.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Selfcheckgpt: Zero-resource black-box hallucination detection for generative large language models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.154903Z

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Observation 605fa3cd-9702-4f02-9efa-976ac4aec033 · outbound

This paper cites Halueval: A large-scale hallucination evaluation benchmark for large language models.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Halueval: A large-scale hallucination evaluation benchmark for large language models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.204198Z

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Observation 706ca343-d50f-4c7a-8be7-ea1a1c49dfe6 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations React: Synergizing reasoning and acting in language models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.325277Z

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Observation 3bd3e06e-89de-4345-b787-9c808f46f497 · outbound

This paper cites Cambridge university press, 2009.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Cambridge university press, 2009

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.393708Z

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Observation 3ebff444-cac6-4270-9aa2-3f90acff1d0c · outbound

This paper cites Interactive debugging and steering of multi-agent ai systems.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Interactive debugging and steering of multi-agent ai systems

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:32.763638Z

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Observation 5878f3bd-3f44-449c-9c63-058167cf08d6 · outbound

This paper cites Intern-s1-pro: Scientific multimodal foundation model at trillion scale.arXiv preprint arXiv:2603.25040, 2026.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Intern-s1-pro: Scientific multimodal foundation model at trillion scale.arXiv preprint arXiv:2603.25040, 2026

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.451989Z

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Observation eb11675e-38cf-467b-8686-314fa08b42c7 · outbound

This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversations.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Autogen: Enabling next-gen llm applications via multi-agent conversations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.474226Z

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Observation b34f4a3a-7f3c-44e8-94bd-02a722a7f5f4 · outbound

This paper cites A fine-tuning dataset and benchmark for large language models for protein understanding.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations A fine-tuning dataset and benchmark for large language models for protein understanding

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:32.642455Z

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Observation ecc09c93-16f5-4219-a93a-dc44ddfbe55a · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.515458Z

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Observation cc70a92f-1dd8-40ab-b596-e173de9ba2b6 · outbound

This paper cites Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D White, and Philippe Schwaller.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D White, and Philippe Schwaller

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.542113Z

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Observation 21b53aa0-2fa3-4386-80d5-0d001bb6e41e · outbound

This paper cites Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.559099Z

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Observation 4011bb72-0ac6-4bd8-98e8-d45e5ce0b3ee · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.591470Z

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Observation da9792d6-0bae-4970-9d40-81ae7bb48241 · outbound

This paper cites Benchmarking data science agents.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Benchmarking data science agents

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:32.507204Z

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Observation 7700f762-6334-4fd9-a224-2b92f7a83f11 · outbound

This paper cites Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models

Reference 25

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Observation 3b842c01-0873-421b-bee6-1532a3502d79 · outbound

This paper cites From ai for science to agentic science: A survey on autonomous scientific discovery.arXiv preprint arXiv:2508.14111, 2025.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations From ai for science to agentic science: A survey on autonomous scientific discovery.arXiv preprint arXiv:2508.14111, 2025

Reference 26

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Observation c59a318e-a8d7-4bf6-8233-2b6cc3a84320 · outbound

This paper cites Factscore: Fine-grained atomic evaluation of factual precision in long form text generation.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Factscore: Fine-grained atomic evaluation of factual precision in long form text generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T15:23:28.612852Z

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This paper cites RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models

Reference 28

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Observation b44b45f1-3596-416b-a428-0c667eb6b020 · outbound

This paper cites Trace: Trajectory-aware comprehensive evaluation for deep research agents.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Trace: Trajectory-aware comprehensive evaluation for deep research agents

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:32.479681Z

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This paper cites Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems

Reference 30

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Observation b307e163-e156-4f30-88d4-183739c547bc · outbound

This paper cites GPT-4o System Card.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations GPT-4o System Card

Reference 31

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Observation 7cd795b8-ef27-4f1e-a13e-a83737ce73f0 · outbound

This paper cites OpenAI GPT-5 System Card.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations OpenAI GPT-5 System Card

Reference 32

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This paper cites Kimi K2.5: Visual Agentic Intelligence.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Kimi K2.5: Visual Agentic Intelligence

Reference 33

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This paper cites The llama 4 herd: Architecture, training, evaluation, and deployment notes.arXiv preprint arXiv:2601.11659, 2026.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations The llama 4 herd: Architecture, training, evaluation, and deployment notes.arXiv preprint arXiv:2601.11659, 2026

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Observation e2de0fb3-9cd5-471e-8c44-09f0810c732b · outbound

This paper cites Self-alignment pretraining for biomedical entity representations.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Self-alignment pretraining for biomedical entity representations

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:32.465966Z

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Observation 9ab5f292-2a2f-4698-9608-91f59c723da9 · outbound

This paper cites BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations off-graph but plausible

Reference 37

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 38

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 39

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 40

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 41

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Observation dae70751-cd51-4698-b412-ab7f10f93378 · outbound

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 42

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Observation bd1dea5c-c0a2-4cf6-9c38-b54446f93fbf · outbound

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations protein structure analysis PDB

Reference 43

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 44

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Observation 42909c53-1e83-4ef9-a2c7-fdd5fe5c5363 · outbound

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 45

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 46

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 47

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 48

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Observation e9e7592a-8092-4a0d-9287-e0d1c97f246a · outbound

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 49

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 50

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 51

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 52

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Observation 7e8eed18-0acd-4a14-bfb5-7198f317beb0 · outbound

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Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:31.468594Z

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Observation e4b2431b-5c51-4fba-95cc-20dcc425cca9 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:31.201913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c237d3c7-c12d-4426-8136-cc302cfe3f80 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:31.169481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 58de52ea-f1f5-4525-a452-a50e82d471d1 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:31.151128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 189676e3-0689-423e-bbfa-f5efe557a48d · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:31.132433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d95ec561-7cb7-4d37-9151-fda05b9475d3 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:31.067080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fab45e10-b0e0-4995-82c0-815384fd3156 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:31.048164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ff6be86e-308e-4e52-81fa-2a8ecae13ec4 · outbound

This paper cites The reasoning path is mandatory for all responses.,→ ## Execution Template.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations The reasoning path is mandatory for all responses.,→ ## Execution Template

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:31.030458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 973c8b15-9403-4fd7-84e1-b9e80278445b · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:30.987965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 135abc0a-b906-4f46-bc86-a38d85791eb0 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:30.925741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5c03c876-1a20-4c90-b6cb-75c70ab20350 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:30.895165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ef439263-6dc7-4cb8-ac41-ca9492a0e096 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:30.881739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 88c554f5-58d8-428f-9b7e-4c0530ce057a · outbound

This paper cites Therefore the answer is.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Therefore the answer is

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:30.868953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0e94cf73-de68-4bbc-95a6-93003623de9b · outbound

This paper cites If a suitable one exists, call it with the exact parameter names from its schema.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations If a suitable one exists, call it with the exact parameter names from its schema

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:30.856008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c712ab6c-941b-441d-8997-08e24619cf0d · outbound

This paper cites If the snippets/abstracts are enough, stop there; otherwise call literature_fetch at most ONCE to pull full-text markdown of 1–2 papers.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations If the snippets/abstracts are enough, stop there; otherwise call literature_fetch at most ONCE to pull full-text markdown of 1–2 papers

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:30.843937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ca96ca2a-40ab-4159-873f-8f0ddfbb904b · outbound

This paper cites If the snippets suffice, stop; otherwise call web_fetchwith 1–3 URLs from the results.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations If the snippets suffice, stop; otherwise call web_fetchwith 1–3 URLs from the results

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:30.830588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8645771c-991f-4155-921f-e02a8f960fc1 · outbound

This paper cites Don’t loop.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Don’t loop

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:30.740056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2d88e681-83a8-4f5e-a64d-5b247e884a38 · outbound

This paper cites ## Answer format by question type –multichoice( claim_choice / one_hop_tail / two_hop_tail / vqa): Options are labelled A, B, C,.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations ## Answer format by question type –multichoice( claim_choice / one_hop_tail / two_hop_tail / vqa): Options are labelled A, B, C,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:30.577445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 51a8beff-37f8-4271-85d5-c9cb16a9a506 · outbound

This paper cites Explain tool choices briefly.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Explain tool choices briefly

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:30.562178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ec1d810d-9ae4-4a9b-ab1e-bc519afc6128 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:30.549378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e9743d28-6267-4ab9-adec-a34463db3f73 · outbound

This paper cites factual claim.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations factual claim

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:23:30.536076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3c80ad04-53e0-4b15-8e61-6371a25e29e6 · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 74

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T15:23:30.518805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b553900b-ff3c-42df-9f76-8bd7fa34f6cf · outbound

This paper cites an unresolved cited work.

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:23:30.429409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers