Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:33:38.373088Z
Paper Citation Record · LEDGER
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace
As of 14 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2608.08621.
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 2026-08-14T06:32:32.682623+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
27 of 27 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e7126cb2-37ad-46d7-a334-51f6a3ab767c · outbound
This paper cites DMTCP: transparent checkpointing for cluster computa- tions and the desktop.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace DMTCP: transparent checkpointing for cluster computa- tions and the desktop
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:33:37.874932Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5e4eba6-8287-4061-bbaa-32e0ee0e0369 · outbound
This paper cites Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:33:37.906639Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dea5f72d-7b4b-42f1-9634-e4d28f5a3e4a · outbound
This paper cites CEO-Bench: Can Agents Play the Long Game?.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace CEO-Bench: Can Agents Play the Long Game?
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:33:37.994926Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78f66739-b6ee-4c80-a3e0-4973eb9177cf · outbound
This paper cites SWE-Marathon: long-horizon software engineering tasks for LLM agents.arXiv preprint, 2026.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace SWE-Marathon: long-horizon software engineering tasks for LLM agents.arXiv preprint, 2026
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:40.061716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation de73da29-bb24-4aa1-a8e9-ad8987faf9e2 · outbound
This paper cites DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:33:38.068061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0d76eb2-0bc4-4411-820b-feda15679209 · outbound
This paper cites YC-Bench: benchmarking AI agents for long-term planning and consistent execution.arXiv preprint arXiv:2604.01212, 2026.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace YC-Bench: benchmarking AI agents for long-term planning and consistent execution.arXiv preprint arXiv:2604.01212, 2026
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:33:38.073175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8174a07-3811-4fa6-b43c-9a443cf22b96 · outbound
This paper cites SWE-bench: can language models resolve real-world GitHub issues? InICLR.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace SWE-bench: can language models resolve real-world GitHub issues? InICLR
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:40.043041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1af9ecde-e42e-41f7-9635-652365f05c8c · outbound
This paper cites The role of management games and simulations in education and research.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace The role of management games and simulations in education and research
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.951655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 67360382-b490-48a9-858f-7c75a686aeab · outbound
This paper cites Shrout and Joseph L.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Shrout and Joseph L
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:33:38.091241Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cad8c6d3-91ef-42de-b0b2-1f490214a65d · outbound
This paper cites an unresolved cited work.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:33:39.865748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a2502f26-799d-461a-908f-eadac4ab23a7 · outbound
This paper cites an unresolved cited work.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:33:39.848041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 177471f0-a2b3-475c-a44b-d7774801b22c · outbound
This paper cites Teece, Gary Pisano, and Amy Shuen.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Teece, Gary Pisano, and Amy Shuen
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.743068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2e6658e7-cc91-4fe6-98c7-c93a8865efa0 · outbound
This paper cites Agent-based computational economics: a constructive approach to economic theory.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Agent-based computational economics: a constructive approach to economic theory
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.650346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c9078f30-73b9-4191-982c-0ea90e8a5d54 · outbound
This paper cites ShoppingBench: a real-world intent-grounded shopping benchmark for LLM-based agents.AAAI, 2024.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace ShoppingBench: a real-world intent-grounded shopping benchmark for LLM-based agents.AAAI, 2024
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.574080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 758eb15e-4132-413c-9787-535392b87365 · outbound
This paper cites Crab: A Semantics-Aware Checkpoint/Restore Runtime for Agent Sandboxes.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Crab: A Semantics-Aware Checkpoint/Restore Runtime for Agent Sandboxes
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:33:38.124232Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a17435b-acec-4ca8-9a56-a680b5ffc57e · outbound
This paper cites τ-bench: a benchmark for tool-agent- user interaction in real-world domains.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace τ-bench: a benchmark for tool-agent- user interaction in real-world domains
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.517626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a3934d8d-83fb-4655-a12f-86e2499d5e54 · outbound
This paper cites WebArena: a realistic web environment for building autonomous agents.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace WebArena: a realistic web environment for building autonomous agents
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.496054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6fc90234-12ad-4db3-aa06-6cf24c3b6c9e · outbound
This paper cites The 2024 holiday season set new records for ecommerce.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace The 2024 holiday season set new records for ecommerce
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.374758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a0690a1c-77ef-4ec1-aa17-bd175cacc3ae · outbound
This paper cites Holiday commerce data and shopping trends.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Holiday commerce data and shopping trends
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.324151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d8553d21-0fab-49f5-9438-0db5779845b2 · outbound
This paper cites Turnover and volume of sales in wholesale and retail trade: monthly data.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Turnover and volume of sales in wholesale and retail trade: monthly data
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.273247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4db76f8f-bfb9-49e7-ae78-d6b79dcb2327 · outbound
This paper cites an unresolved cited work.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:33:39.207858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c43feea2-f905-4242-96d3-8c16dc20e308 · outbound
This paper cites Google trends.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Google trends
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:39.084384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7b446def-c597-4170-ae5e-2e09cc0f7983 · outbound
This paper cites European holiday spending outlook.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace European holiday spending outlook
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:38.999552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9f3b5060-1892-41b7-8baa-8f894c4844d3 · outbound
This paper cites Total retail sales of consumer goods.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Total retail sales of consumer goods
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:38.944700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b1657b3b-e089-471d-9a1b-501cbe763048 · outbound
This paper cites Holiday data and consumer trends.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Holiday data and consumer trends
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:38.822142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 138260d9-a14a-4340-9145-63c8af4930b2 · outbound
This paper cites Census Bureau.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace Census Bureau
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:38.724195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b2eaeafb-de2a-44e9-9ac7-ec109348ab5b · outbound
This paper cites World integrated trade solution: bilateral tariff technical note.
Business Arena: Benchmarking LLM Agents in a Realistic Marketplace World integrated trade solution: bilateral tariff technical note
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:33:38.669829Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
No inbound Pith citation observations are available.