Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T13:19:51.644395Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2502.02135.
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 2026-08-09T13:19:51.644395Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
75 of 75 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 18304bac-346a-4b9e-abb0-e6d1d69896ed · outbound
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Reference 1
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Reference 2
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Hitzler, P
Reference 3
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Reference 4
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Observation 062fe3ab-d0e4-4ce7-98be-6d6b0490ccd9 · outbound
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Reference 5
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Neural-Symbolic Learning and Reasoning: A Survey and Interpretation
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Reference 7
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Reference 8
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Reference 9
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Reference 10
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Algebraic Foundations of Many-Valued Reasoning
Reference 11
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Selection-inference: Exploiting large language models for interpretable logical reasoning
Reference 12
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Approximation by superpositions of a sigmoidal function
Reference 13
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning
Reference 14
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Observation 054ffa2b-8923-423a-95e1-a631ec37ab18 · outbound
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Reference 15
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Reference 16
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Observation 4b6d59ca-cb08-4295-a7ca-035288acd0d1 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Prade, H
Reference 17
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Lamb, L
Reference 18
Source-reported events for the cited work
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Halpern, J
Reference 19
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work
Reference 20
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Taskar, B
Reference 21
Source-reported events for the cited work
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Observation 42e90d2f-4fa7-4a41-96e9-aabd51f9a0ed · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Metamathematics of Fuzzy Logic
Reference 22
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Reference 23
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Observation a502bd18-5f42-4678-b5e2-5cba1f80a58a · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Prentzas, J
Reference 24
Source-reported events for the cited work
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Observation eaa605bb-e2b2-46dd-8f3c-775bba13871b · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Artificial Intelligence: The Very Idea
Reference 25
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Observation 0b748072-5c7b-4404-b479-deb39b9b60c2 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence An overview of strategies for neurosymbolic integration
Reference 26
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Observation 1ca69759-4862-4471-8b47-1dcf0d1e29ce · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Multilayer feedforward networks are universal approximators
Reference 27
Source-reported events for the cited work
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Observation 39ffd4c6-3aca-40be-9d08-d33e78fbfb5c · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Kalinke, Y
Reference 28
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Observation 765f023a-6613-4868-bd80-0b2ece7b7d4e · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Thinking, Fast and Slow
Reference 29
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Observation 8262b590-6a61-4617-81ae-33bc0e4f7e7e · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence P., and B Murthy, A
Reference 30
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Observation 5aa621d4-d782-4a9c-bdf7-cc043c346d20 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Scaling Laws for Neural Language Models
Reference 31
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Observation e13d48b1-6e0d-421a-9486-30f8d347c22f · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence The third ai summer: Aaai robert s
Reference 32
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Observation 2fea4430-66d7-4ee0-b8b6-06af22b7d2c4 · outbound
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Reference 33
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence P., Mesiar, R., and Pap, E
Reference 34
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Observation e4486f54-55b8-4741-92a1-fb96e1142621 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work
Reference 35
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Observation 4ba48479-4624-4d82-ac38-7e170124ca72 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence From statistical relational to neurosymbolic artificial intelligence: A survey
Reference 36
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Observation 867c39b1-d38a-4c4d-9597-671d14837a3c · outbound
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Reference 37
Source-reported events for the cited work
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Observation 0dc6c42a-1245-4040-9c90-7b217b3166a9 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work
Reference 38
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Observation 4e00054a-7b24-489b-a83d-aaed7c35239f · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work
Reference 39
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Observation 57bd03fd-c7dc-4f0b-8bd4-9847298d7608 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Statistical metrics
Reference 40
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Observation d3309385-6599-427f-b20e-c8857da7f290 · outbound
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Reference 41
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Observation 6b4f0bac-969e-48bf-a769-bdc4705aedd1 · outbound
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Reference 42
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Observation 103d5417-8a97-42bd-a2a6-c61f5b441822 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Limitations of the current stock of ideas about problem solving
Reference 43
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Reference 44
Source-reported events for the cited work
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Observation d5606c1e-9984-4814-8881-c8c86eb32b73 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Simon, H
Reference 45
Source-reported events for the cited work
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Observation be735a9c-3233-4391-982d-e5b3f02ae749 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work
Reference 46
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Observation 08f94dda-e6ad-4060-9ec3-db8a51f2b646 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work
Reference 47
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Observation b9fafa92-c91a-48d2-b3dd-eb8362170496 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Reference 48
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Observation cc92ac1f-1997-45f1-a4b1-510a12e4a63d · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Scaling Language Models: Methods, Analysis & Insights from Training Gopher
Reference 49
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Observation 169851a5-536c-43a8-bb8f-b165e1f43afe · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence D., Dumančić, S., Manhaeve, R., and Marra, G
Reference 50
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Reference 51
Source-reported events for the cited work
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Observation 1779dc75-cbbc-4376-b74b-e3d85ad05d1a · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Logical Neural Networks
Reference 52
Source-reported events for the cited work
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Observation 34a63c2e-01ba-4aef-8a15-3a6dda28a659 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Riedel, S
Reference 53
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Observation 78c6714b-b1eb-4844-a922-cab6436a9998 · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work
Reference 54
Source-reported events for the cited work
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Observation 12c4009b-7344-413a-97bf-fea3d1bb9f6b · outbound
Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Norvig, P
Reference 55
Source-reported events for the cited work
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Reference 56
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Reference 57
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Sklar, A
Reference 58
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Reference 59
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Reference 60
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Reference 61
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work
Reference 62
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence D eterm LR : Augmenting LLM -based logical reasoning from indeterminacy to determinacy
Reference 63
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Reference 64
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Diagnosing the first-order logical reasoning ability through L ogic NLI
Reference 65
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Reference 66
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Satnet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver
Reference 67
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Towards data-and knowledge-driven ai: A survey on neuro-symbolic computing
Reference 68
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Reference 69
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Reference 70
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Reference 71
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Reference 72
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Reference 73
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Observation 5b33271d-8d5e-42d5-993e-755e7aefb829 · outbound
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Reference 74
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Reference 75
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No inbound Pith citation observations are available.