Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T12:52:20.911788Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2605.28158.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T12:52:20.911788Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 884fb156-e38b-4fbb-a2e3-2cd509442799 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models
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Observation 9e9100ac-4515-4ed9-aadd-e655ab68cd6e · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Croissant: A metadata format for ml-ready datasets
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Observation b7a3d826-fa25-4a69-aa36-31284338a6b0 · outbound
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Observation f4d4120c-6ec8-4375-b438-eb81c76017a5 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Jordan, Joseph E
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Observation 509d1532-12bf-4ce0-ba4a-046d2280d2bb · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
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Observation 6276cc5e-d596-4178-8a11-96c792ddc23f · outbound
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Observation de5b5f11-d845-4f18-a1d8-87a5f5e2b21a · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Gay, and Brian W
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Observation 4e85e823-e2f5-4c99-a086-ac1841a8b76d · outbound
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Observation 1f3db288-a0cc-4857-a18b-7334630803ff · outbound
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OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents URL https://cacm.acm.org/research/ datasheets-for-datasets/
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Source-reported events for the cited work
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Observation 4e8e94d9-a90d-42bf-a28b-05e79dbe13d0 · outbound
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Observation 6843ac5d-7a03-421f-983f-d1f7209a43a2 · outbound
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Source-reported events for the cited work
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Observation 4aafce49-758b-4871-98ee-2c413b564e03 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents EvoOpt-LLM: Evolving industrial optimization models with large language models, 2026
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Observation d7af4936-60fd-4d7a-8223-a3e50ff09c40 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Orlm: A customizable framework in training large models for automated optimization model- ing.Operations Research, 73(6):2986–3009, November 2025
Reference 14
Source-reported events for the cited work
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Observation 25e69a15-f3d8-4af2-86b0-f4889e617b9c · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents InvEvolve: Evolving white-box inventory policies via large language models with performance guarantees,
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Observation df227281-0718-4b54-91ea-f4568010ab56 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents InvEvolve: Evolving White-Box Inventory Policies via Large Language Models with Performance Guarantees
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Observation 962f31a9-8ed1-47ba-ba2a-e166dd65a02c · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages
Reference 17
Source-reported events for the cited work
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Observation e4cf74e9-ee7a-4e0b-bf53-fed2611ece9f · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 18
Source-reported events for the cited work
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Observation 307a4e6d-87c4-4636-851e-ca3ca072427c · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
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Source-reported events for the cited work
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Observation ca5a62d1-d975-4f9a-b700-d2e0a1a502e1 · outbound
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Reference 20
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Observation b661726e-9a60-4fef-a609-89bc80dc97b2 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Constructing Industrial-Scale Optimization Modeling Benchmark
Reference 21
Source-reported events for the cited work
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Observation df23b185-6795-4519-b41f-f678a74a1abc · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Holistic Evaluation of Language Models
Reference 22
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Observation 86dde534-3e18-4511-914c-a6cbc00725cd · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents From soliloquy to agora: Memory-enhanced LLM agents with decentralized debate for optimization modeling,
Reference 23
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Observation 3e48f823-12d0-4de3-a04f-5694589c6ec2 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents From Soliloquy to Agora: Memory-Enhanced LLM Agents with Decentralized Debate for Optimization Modeling
Reference 24
Source-reported events for the cited work
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Observation 9f6e6888-5c32-4048-9ddb-5a99383ca9f5 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Position: The real barrier to llm agent usability is agentic roi
Reference 25
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Observation fafc0e48-8557-4ac6-9e25-189ec1483d92 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents AgentBench: Evaluating LLMs as Agents
Reference 26
Source-reported events for the cited work
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Observation 7e1fd83f-534e-4ae5-9e39-1354eb93fb6d · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents G-Eval: NLG evaluation using GPT-4 with better human alignment
Reference 27
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Observation 632dce7b-fdaf-4edc-a652-3e7666f84885 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling
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Observation 6984b497-9043-4256-ad5b-d00eebed8a9e · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents GAIA: a benchmark for General AI Assistants
Reference 29
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OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Evaluating LLM Reasoning in the Operations Research Domain with ORQA
Reference 30
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Observation a4975e6a-32fb-4c3a-8b6b-0be9432da61d · outbound
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Reference 31
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Observation 696be1e4-7eb8-432e-b513-6c3b4a02ba92 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions
Reference 32
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Observation 440957ff-679b-4df9-92e0-03cfb47c6bb3 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Large Language Models are Inconsistent and Biased Evaluators
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Observation b5221e9f-b502-49db-967d-6016eb52bf13 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
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Source-reported events for the cited work
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Observation 501c78b3-78a7-4a4b-a890-0c6f37ddcfde · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
Reference 35
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Observation f559f02f-6306-45d6-805a-8b8acae6d57b · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Large language models are not fair evaluators, 2023
Reference 36
Source-reported events for the cited work
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Observation 28e47ce8-46c6-4476-a462-d1279a5a9488 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Chain-of-Experts: When LLMs meet complex operations research problems
Reference 37
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Observation b7054e13-65f4-4ff1-9991-a6e79549a425 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Reference 38
Source-reported events for the cited work
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Observation 53e6a84e-3821-446e-a977-6347db20810d · outbound
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Reference 39
Source-reported events for the cited work
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Observation cf7806ac-22ec-4fc7-a513-b26f62fa7d81 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents A Survey of AI Agent Protocols
Reference 40
Source-reported events for the cited work
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Observation 8002b2be-0d18-43da-b722-b34c2e7c5145 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 41
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Observation 75d8e327-24de-4dd3-a78c-86b8ddd22de8 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents MemDecoder: Enhancing test-time compute for LLM agents via reinforced memory decoding
Reference 42
Source-reported events for the cited work
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Observation e62f1d2d-f4d2-4de3-bb62-9879c99cd537 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM
Reference 43
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Observation 176dd867-8b54-4a3b-add5-8f731d4fe93f · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents OptiMind: Teaching LLMs to think like optimization experts,
Reference 44
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Observation 88848793-fa59-4e33-a600-3dee668180b6 · outbound
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Reference 45
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Reference 46
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Observation a4546157-a363-4bdd-807f-281b5446dd12 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents OBJECTIVE_VALUE
Reference 47
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Reference 48
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OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Externalization in LLM agents: A unified review of memory, skills, protocols and harness engineering,
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Observation 7d8881ef-d665-48d7-8c38-ee86a85a32a6 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
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Observation c329b962-f4d5-4420-9a7e-ec49b54ad493 · outbound
OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents WebArena: A Realistic Web Environment for Building Autonomous Agents
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Observation b45ab2aa-f8d5-48b7-8880-5772eaa93428 · outbound
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Reference 53
Source-reported events for the cited work
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Observation e394b70c-063d-4c38-931c-36189c781d5d · outbound
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Reference 63
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Reference 65
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Observation 7c0bea7c-7246-4cb6-931e-2eb35a4627d5 · outbound
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Reference 66
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Reference 67
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Observation cfa9960d-8cb7-4a45-a577-9c70b76767a3 · outbound
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Reference 69
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Reference 70
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No inbound Pith citation observations are available.