Paper Citation Record · LEDGER

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them

As of 18 August 2026, this Paper Citation Record lists 100 of 126 outbound references and 7 inbound Pith citation observations for arXiv:2507.21017.

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

pith.paper-citation-record.v1
2507.21017 v1

Coverage vector

measured 100 of 126 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:06:45.612718Z

measured 107 of 107 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:38:34.510946Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T15:44:48.487686Z

Reference resolution

100 of 126 outbound references displayed

verified exact0
verified fuzzy16
unresolved84
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bad9f030-7f6f-4408-b8b6-43f9710d4451 · outbound

This paper cites Digirl: Training in-the-wild device-control agents with autonomous reinforcement learning.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Digirl: Training in-the-wild device-control agents with autonomous reinforcement learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:36.588726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3bc9cd2-4707-482c-8568-42007d7edf06 · outbound

This paper cites HalluLens: LLM Hallucination Benchmark.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them HalluLens: LLM Hallucination Benchmark

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:36.599018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4230958e-ec64-4b07-9e13-1ffbebfe9806 · outbound

This paper cites Workarena++: Towards compositional planning and reasoning-based common knowledge work tasks.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Workarena++: Towards compositional planning and reasoning-based common knowledge work tasks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:36.643937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f91bce-783f-4b4f-87e5-bb724c73f399 · outbound

This paper cites The BrowserGym Ecosystem for Web Agent Research.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them The BrowserGym Ecosystem for Web Agent Research

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:36.680376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18db868a-18b6-4399-982d-7fa4d022729a · outbound

This paper cites Mind2web: Towards a generalist agent for the web.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Mind2web: Towards a generalist agent for the web

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:36.758561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c278051-78d7-4b1e-9b9e-ac93a8939375 · outbound

This paper cites WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:36.862403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dc67f8a-badc-44b3-ad3e-7941ecd1c4b8 · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Detecting hallucinations in large language models using semantic entropy

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:36.962272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c745b19-7cc7-4e3a-952d-688f666634af · outbound

This paper cites Assessment and mitigation of inconsistencies in llm-based evalua- tions.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Assessment and mitigation of inconsistencies in llm-based evalua- tions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.112150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b3e2150-9332-4955-96f9-f0e321589c62 · outbound

This paper cites A Survey on LLM-as-a-Judge.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them A Survey on LLM-as-a-Judge

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.190014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b476a0-4cf6-4403-b42e-5c0caf4189a5 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.305624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db7d40c-0bf8-420c-b7f5-20b384fa0c21 · outbound

This paper cites Survey of hallucination in natural language generation.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Survey of hallucination in natural language generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.388156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14d86613-c644-4c26-ac22-beebbf707150 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.514743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 854b0e02-50a3-427d-b778-9b08f4113e17 · outbound

This paper cites The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.580196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 207384d8-cd31-49d7-a28f-6a0b39a468c4 · outbound

This paper cites Embodied agent interface: Benchmarking llms for embodied decision making.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Embodied agent interface: Benchmarking llms for embodied decision making

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.650664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb9a1d5a-30e5-432c-b9b6-b8b629e9035e · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.722830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4524c20-ccdb-4248-bfa1-21d22cba0123 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them AgentBench: Evaluating LLMs as Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.802075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aeec24a-f052-4758-9046-c2ba8d3dba97 · outbound

This paper cites Weblinx: Real-world website navigation with multi-turn dialogue.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Weblinx: Real-world website navigation with multi-turn dialogue

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.903774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10dd5baf-7564-4263-9296-dde44e02ac82 · outbound

This paper cites HalluDial: A Large-Scale Benchmark for Automatic Dialogue-Level Hallucination Evaluation.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them HalluDial: A Large-Scale Benchmark for Automatic Dialogue-Level Hallucination Evaluation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:37.984774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c85bdb2-6dc5-4042-8abe-5185dd740d17 · outbound

This paper cites Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.087768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 625259ec-4d31-4a5a-b7f0-827a6629c2d5 · outbound

This paper cites FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.175727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed4adeaf-ad9d-4eca-8c71-cb51b2e97a56 · outbound

This paper cites Towards LLMs Robustness to Changes in Prompt Format Styles.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Towards LLMs Robustness to Changes in Prompt Format Styles

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.257775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a4f8bc8-07fc-4e45-a27c-04f584ef4ef8 · outbound

This paper cites RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.332252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76d298b1-746d-4208-bed2-341bfa53cc59 · outbound

This paper cites HALoGEN: Fantastic LLM Hallucinations and Where to Find Them.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them HALoGEN: Fantastic LLM Hallucinations and Where to Find Them

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.445916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acbcae47-8355-44b4-9a49-4585e73b57c6 · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.558563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb77686-93b0-4ec3-b1d2-14c51dc339d3 · outbound

This paper cites The troubling emergence of hallucination in large language models-an extensive definition, quantification, and prescriptive remediations.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them The troubling emergence of hallucination in large language models-an extensive definition, quantification, and prescriptive remediations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.636648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5be0020-51e2-497b-a482-fc862d97bc40 · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.748823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8bae754-042d-47ae-980a-b912da186434 · outbound

This paper cites Cognitive architec- tures for language agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Cognitive architec- tures for language agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.818597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e012ae4-4a40-4cdb-b393-49b5d79feeeb · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.860943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15ac6a5b-4793-4018-9382-52aee1ada4ae · outbound

This paper cites A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:38.977744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9977dc3b-ac8f-49e9-95d4-f7c55d2c056d · outbound

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

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Chain-of-thought prompting elicits reasoning in large language models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.041541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0cfa8e2-120d-4566-a7af-ecf1e5b52c96 · outbound

This paper cites Adversarial attacks on multimodal agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Adversarial attacks on multimodal agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.119427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7993a8c-b131-43db-a755-b015f5702369 · outbound

This paper cites OS-Copilot: Towards Generalist Computer Agents with Self-Improvement.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.188142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d90d96-f95a-4928-9e1b-6b0c5e422e12 · outbound

This paper cites Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.300588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93533467-36d7-41de-9837-9439022d3a6a · outbound

This paper cites AdvAgent: Controllable Blackbox Red-teaming on Web Agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them AdvAgent: Controllable Blackbox Red-teaming on Web Agents

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.378280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8860e49-de91-4121-9d63-e937a52cdc82 · outbound

This paper cites TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.489224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e02f4beb-6747-45b5-a515-3a32c537d92a · outbound

This paper cites RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.600377Z

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Unavailable: canonical work link unavailable.

Observation ee0414e0-5e93-4809-a1ab-a40d317c0b87 · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Swe-agent: Agent-computer interfaces enable automated software engineering

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.713147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e7144c5-89b1-46ed-9368-88a3f2cc0049 · outbound

This paper cites Webshop: Towards scalable real-world web interaction with grounded language agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Webshop: Towards scalable real-world web interaction with grounded language agents

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.849262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e0a441-0be8-445c-b2ae-823f232c8820 · outbound

This paper cites τ-bench: A benchmark for tool-agent-user interaction in real-world domains, 2024.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them τ-bench: A benchmark for tool-agent-user interaction in real-world domains, 2024

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:39.952700Z

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Unavailable: canonical work link unavailable.

Observation 41dcae31-c07f-4880-99ce-e9b7ce9dbc63 · outbound

This paper cites React: Synergizing reasoning and acting in language models, 2023.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them React: Synergizing reasoning and acting in language models, 2023

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.036737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc1cd65-df81-4ce4-b016-3dc6fb980dba · outbound

This paper cites Survey on Evaluation of LLM-based Agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Survey on Evaluation of LLM-based Agents

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.100049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa0340b-5ae2-4a86-bb6e-c55395cc9725 · outbound

This paper cites Attacking Vision-Language Computer Agents via Pop-ups.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Attacking Vision-Language Computer Agents via Pop-ups

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.188635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ce1916-70f2-452b-932c-91f0b994785f · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.295209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2de7c469-1031-4370-b4bd-78bed9ffcea1 · outbound

This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Agent-as-a-Judge: Evaluate Agents with Agents

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.376737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e28f248d-f8e0-4e19-a3a7-8bde0d2dab8a · outbound

This paper cites theagentcompany.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them theagentcompany

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.485603Z

Source-reported events for the cited work

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Observation 3fa5b52c-faf5-4f81-9d08-0bfb99a306e3 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.562029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ef81b64-3609-4f70-b809-343664f9ce31 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.671622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bd0619f-85ee-420e-a391-4b0b26752240 · outbound

This paper cites How long is the meeting expected to run?.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them How long is the meeting expected to run?

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.756493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a0ebef-3a3b-44d7-89a5-52af21c1118d · outbound

This paper cites theagentcompany.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them theagentcompany

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:40.891679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57fa9c3-c1c1-41f1-bb1d-01585b09471a · outbound

This paper cites theagentcompany.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them theagentcompany

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:41.061805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78673061-2a5a-4f11-acc5-f315c83c0ae3 · outbound

This paper cites Output Requirements • Output the entire updated accessibility tree, reflecting the inserted reply node.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Output Requirements • Output the entire updated accessibility tree, reflecting the inserted reply node

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:41.212687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd26bed2-6f1e-45e0-926a-1528abc78b11 · outbound

This paper cites Hi Chen, please exclude suspended or reviewed staff.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Hi Chen, please exclude suspended or reviewed staff

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:41.375443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dbdd061-54ae-49b6-bba2-607e85d8bb8e · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:41.535900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3857992-e96c-4e29-bdee-ce15005ddc31 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:41.631635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bd5711f-ba1c-498f-9620-a476140fac76 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:41.768491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c8bec67-d5dd-45f7-9a75-b884b246571a · outbound

This paper cites user_question.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them user_question

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:41.903481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e2a1f27-e313-4478-bcb3-0ca2654731d2 · outbound

This paper cites Then, we used the o4-mini model to automatically identify steps involving user switches.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Then, we used the o4-mini model to automatically identify steps involving user switches

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.007735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc231b73-c6e3-475f-82e6-3beed0249094 · outbound

This paper cites Offline huang_jie.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Offline huang_jie

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.051931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a83111ed-d43c-4d8e-b3f4-293e54f633b6 · outbound

This paper cites last_step_action.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them last_step_action

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.121831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad18dd5f-27df-406c-b2ab-ddb0b26a8f62 · outbound

This paper cites Incidents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Incidents

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.207988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc436ef0-b016-45e0-9e7b-8462c3c24c67 · outbound

This paper cites Incidents.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Incidents

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.304680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 407c10dd-dd01-4667-806a-9ddda99852ac · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.427134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d213bc-0bdf-48e9-a3c5-ca3baa8d940c · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.525229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8af79034-fc6f-4ecb-9f2e-db814e8eb07f · outbound

This paper cites Catalog Definitions > Maintain Items.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Catalog Definitions > Maintain Items

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.632870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d73eab-8c91-4f30-814b-890928970dff · outbound

This paper cites catalog items.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them catalog items

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.760004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94c6c7a-fc1d-47b2-94a8-5cd3ee23aeb0 · outbound

This paper cites Service Catalog.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Service Catalog

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.858540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa7f7c1-fa62-446f-a8f1-d4fa760801c6 · outbound

This paper cites Apple MacBook Pro 15.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Apple MacBook Pro 15

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:42.944460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f83bdc-64ab-486a-adf4-aa97c77f24a5 · outbound

This paper cites • Score 1: Agent does not report infeasibility but shows exploratory behavior—e.g., scrolling, going back, or waiting—indicating uncertainty or an attempt to verify feasibility.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them • Score 1: Agent does not report infeasibility but shows exploratory behavior—e.g., scrolling, going back, or waiting—indicating uncertainty or an attempt to verify feasibility

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:43.008438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 477715be-34c3-4302-b7e0-975839d4506c · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:43.131054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed23c757-4f16-4f3a-beeb-efcae2d1797f · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:43.225353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b135d7cc-52c7-48ad-9dcc-a629d5c4aefa · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:43.310369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e66ba6f-4a69-4979-aa0b-69a2785df15f · outbound

This paper cites task_goal.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them task_goal

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:43.402968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b1759d-07e7-460c-8248-6ec32a78d1b9 · outbound

This paper cites cutoff_step.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them cutoff_step

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T13:06:43.494115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91c0b533-b46c-4592-8d8e-e51ac226b199 · outbound

This paper cites We observed three primary behavior types, ranging from fully trusting misleading instructions to correctly validating them before taking action.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them We observed three primary behavior types, ranging from fully trusting misleading instructions to correctly validating them before taking action

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.411405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7086f6d4-c781-4f4b-b186-7b1dfcf95a06 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.399000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4d883290-160e-468c-be1d-d2c433ab6663 · outbound

This paper cites Step 1: Case Selection We construct erroneous-step instances by analyzing SWE-agent execution traces produced using GPT-4o.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Step 1: Case Selection We construct erroneous-step instances by analyzing SWE-agent execution traces produced using GPT-4o

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.386525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0a4b73f8-47e5-41ce-88fe-8babeb73f61f · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.374064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 389b659c-9851-4cd4-a61f-0a81367a976e · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.361593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 15edc5fc-18b5-4f65-8350-6f46532a3e02 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.250186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 01ea2e38-f15a-47d4-8b6f-f8b943be0933 · outbound

This paper cites is_hallucination.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them is_hallucination

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.238139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a88a6ce2-0c5c-4474-9c39-5d3cd75e6844 · outbound

This paper cites Processing expression: {expr}.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Processing expression: {expr}

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.225540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4076762a-140a-4ec2-a965-2d9781a31ca2 · outbound

This paper cites checking logs.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them checking logs

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.212471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ebdf1197-2569-4b29-a0ac-e013d6b485b3 · outbound

This paper cites We manually verify that these repetitions are not due to environmental malfunctions but are instead caused by the agent repeatedly issuing invalid actions.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them We manually verify that these repetitions are not due to environmental malfunctions but are instead caused by the agent repeatedly issuing invalid actions

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.199698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 976031b5-005e-464c-9126-ba2bb3d99598 · outbound

This paper cites Ideally, agents take alternative actions while explicitly acknowledging prior repetitions in their reasoning.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Ideally, agents take alternative actions while explicitly acknowledging prior repetitions in their reasoning

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.186286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2f30a1ff-efe7-49f3-9f5d-2ade6eb4a619 · outbound

This paper cites action_history.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them action_history

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.174029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 23bc170b-7ff5-40a2-a399-ecbd09403943 · outbound

This paper cites Therefore, we first collect pop-up examples observed in OSWorld and summarize their structure to create a reusable accessibility template.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Therefore, we first collect pop-up examples observed in OSWorld and summarize their structure to create a reusable accessibility template

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.161632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e7507a0-302b-4d2b-9d48-4f8c7eab3f73 · outbound

This paper cites Preserve all elements of the template and maintain consistent formatting and structure.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Preserve all elements of the template and maintain consistent formatting and structure

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.148612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d931536e-dc67-4384-856b-47869c8f59b0 · outbound

This paper cites Invite collaborators to my repo,.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Invite collaborators to my repo,

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.136257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 10ef4387-48aa-4e98-90e9-18cbf79b4d24 · outbound

This paper cites UPDATE NOW!.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them UPDATE NOW!

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.124213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c4d7ca84-09bd-41be-9ee7-ae02eb687e2e · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.111116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation df9d99d3-48a8-4e6b-8a00-079a610a29c2 · outbound

This paper cites Output Format: • Output only the accessibility tree of the newly generated popup.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Output Format: • Output only the accessibility tree of the newly generated popup

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.098290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8ccd9a0e-9566-416d-8eba-f1287ac6dc3f · outbound

This paper cites Preserve all structural elements and formatting.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Preserve all structural elements and formatting

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.084942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08e31618-0481-4466-98c2-5009fdd393ce · outbound

This paper cites Example: If the goal is to buy a mattress, the first promotion must be for a mattress or related item.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Example: If the goal is to buy a mattress, the first promotion must be for a mattress or related item

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.072362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f2d737c4-664e-4528-b36a-6c03a86ee6e6 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.059769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68d22e43-ad24-4324-af76-1021c7d2bd1e · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.046665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28177ab9-d034-42ba-9723-b31be3e8ffb3 · outbound

This paper cites Do not include any explanatory comments or surrounding text.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Do not include any explanatory comments or surrounding text

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:06:51.033221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e245cc9e-116f-4d12-90c1-37b7403f7ae7 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.020733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d3852f18-72ce-49c9-996e-d62ff1133bd0 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:51.008485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7ddd6caf-43b9-4c20-96a9-353f366a7175 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:50.995859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b7e89c3b-39c0-427f-99de-16b9d8d74948 · outbound

This paper cites an unresolved cited work.

MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:06:50.983089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 7f57ba85-e680-4762-bfee-c9e23240653f · inbound

CODE-GEN: A Human-in-the-Loop RAG-Based Agentic AI System for Multiple-Choice Question Generation cites this paper.

CODE-GEN: A Human-in-the-Loop RAG-Based Agentic AI System for Multiple-Choice Question Generation MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-13T11:58:11.319217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1558e2c4-cf73-4e1f-b167-0c828bf8b038 · inbound

Program Analysis Guided LLM Agent for Proof-of-Concept Generation cites this paper.

Program Analysis Guided LLM Agent for Proof-of-Concept Generation MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:36:00.140158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 52d6c6ab-46f6-4233-ba9c-d886eff3fcdb · inbound

Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows cites this paper.

Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T15:44:48.489125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 278b1612-001e-4336-b99f-c525c5dd1281 · inbound

Protective Capacity Hallucination: When Large Language Models Claim Nonexistent Capabilities cites this paper.

Protective Capacity Hallucination: When Large Language Models Claim Nonexistent Capabilities MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T04:47:03.643606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19c94a0b-b8ac-43f9-ad43-76a342e2aa32 · inbound

Protective Capacity Hallucination: When Large Language Models Claim Nonexistent Capabilities cites this paper.

Protective Capacity Hallucination: When Large Language Models Claim Nonexistent Capabilities MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T04:47:03.693039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations cites this paper.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce9af3f0-76bc-44a5-b246-3d91b76f45ae · inbound

Discovering Efficient and Explainable Communication Topologies for LLM-based Multi-Agent Systems via Causal Inference cites this paper.

Discovering Efficient and Explainable Communication Topologies for LLM-based Multi-Agent Systems via Causal Inference MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:38:34.510946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.