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Paper Citation Record · LEDGER

Standard Neural Computation Alone Is Insufficient for Logical Intelligence

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.

pith.paper-citation-record.v1
2502.02135 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:19:51.644395Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

75 of 75 outbound references displayed

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  • verified fuzzy40
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18304bac-346a-4b9e-abb0-e6d1d69896ed · outbound

This paper cites write newline.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence write newline

Reference 1

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Observation 8e74963f-5fc4-4aa2-b489-2b02cb66387c · outbound

This paper cites Organon, 4th century BCE.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Organon, 4th century BCE

Reference 2

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 6eeb4245-1298-4234-ba2c-a6e7b3e2ef02 · outbound

This paper cites and Hitzler, P.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Hitzler, P

Reference 3

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Observation 0d3aaf35-34d5-4642-b37d-511d845d21cb · outbound

This paper cites Explaining neural scaling laws.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Explaining neural scaling laws

Reference 4

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Observation 062fe3ab-d0e4-4ce7-98be-6d6b0490ccd9 · outbound

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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 5

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Observation 5437473c-476b-4527-8158-cb3c9d2e083f · outbound

This paper cites Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Neural-Symbolic Learning and Reasoning: A Survey and Interpretation

Reference 6

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Observation c16c6410-50f2-43a4-b715-f2e2c3491c34 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 7

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Observation b44a6894-9b7b-4c62-ac65-acae2c52b8f1 · outbound

This paper cites Large language models can be easily distracted by irrelevant context.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Large language models can be easily distracted by irrelevant context

Reference 8

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Observation 57985ec4-b79a-479c-bb67-d9ce0c05e250 · outbound

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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 9

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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 10

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Observation d01e9cef-755d-4e5e-8b8c-74318615b9f7 · outbound

This paper cites Algebraic Foundations of Many-Valued Reasoning.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Algebraic Foundations of Many-Valued Reasoning

Reference 11

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Observation 0877e3e5-670d-4431-9ebc-eecdddcdfd70 · outbound

This paper cites Selection-inference: Exploiting large language models for interpretable logical reasoning.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Selection-inference: Exploiting large language models for interpretable logical reasoning

Reference 12

Resolution
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Observation 0083db0b-dd6d-4e8f-9db4-347df9b807b3 · outbound

This paper cites Approximation by superpositions of a sigmoidal function.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Approximation by superpositions of a sigmoidal function

Reference 13

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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This paper cites Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning.

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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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 15

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Observation d7c9247b-c38c-4a37-8d21-5fc3a86a9844 · outbound

This paper cites Neural Logic Machines.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Neural Logic Machines

Reference 16

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Observation 4b6d59ca-cb08-4295-a7ca-035288acd0d1 · outbound

This paper cites and Prade, H.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Prade, H

Reference 17

Resolution
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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 23a99e55-191f-43ba-aafe-ea2407fd8a44 · outbound

This paper cites and Lamb, L.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Lamb, L

Reference 18

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Observation 48811e37-b118-4a3d-b1ec-5ab69f8ca403 · outbound

This paper cites and Halpern, J.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Halpern, J

Reference 19

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Observation f1ded1cc-787e-4ede-82db-7150e610a7d3 · outbound

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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 20

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Observation e24f926f-5c02-43a8-9fbf-cc08ca396a0e · outbound

This paper cites and Taskar, B.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Taskar, B

Reference 21

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This paper cites Metamathematics of Fuzzy Logic.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Metamathematics of Fuzzy Logic

Reference 22

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Standard Neural Computation Alone Is Insufficient for Logical Intelligence The symbol grounding problem

Reference 23

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Observation a502bd18-5f42-4678-b5e2-5cba1f80a58a · outbound

This paper cites and Prentzas, J.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Prentzas, J

Reference 24

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Observation eaa605bb-e2b2-46dd-8f3c-775bba13871b · outbound

This paper cites Artificial Intelligence: The Very Idea.

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

This paper cites An overview of strategies for neurosymbolic integration.

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

This paper cites Multilayer feedforward networks are universal approximators.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Multilayer feedforward networks are universal approximators

Reference 27

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Observation 39ffd4c6-3aca-40be-9d08-d33e78fbfb5c · outbound

This paper cites and Kalinke, Y.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Kalinke, Y

Reference 28

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 765f023a-6613-4868-bd80-0b2ece7b7d4e · outbound

This paper cites Thinking, Fast and Slow.

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

This paper cites P., and B Murthy, A.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence P., and B Murthy, A

Reference 30

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 5aa621d4-d782-4a9c-bdf7-cc043c346d20 · outbound

This paper cites Scaling Laws for Neural Language Models.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Scaling Laws for Neural Language Models

Reference 31

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Unavailable: canonical work link unavailable.

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Observation e13d48b1-6e0d-421a-9486-30f8d347c22f · outbound

This paper cites The third ai summer: Aaai robert s.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence The third ai summer: Aaai robert s

Reference 32

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 2fea4430-66d7-4ee0-b8b6-06af22b7d2c4 · outbound

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Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 33

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation a703a679-9059-4e57-b704-912ec6b2ff90 · outbound

This paper cites P., Mesiar, R., and Pap, E.

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

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.442418Z digest=sha256:e40e2432c2c9178e3b7f7e5e73cae60e20a8a0eab0877a2065464892511a3616

Observation 4ba48479-4624-4d82-ac38-7e170124ca72 · outbound

This paper cites From statistical relational to neurosymbolic artificial intelligence: A survey.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence From statistical relational to neurosymbolic artificial intelligence: A survey

Reference 36

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raw_fallback, observed 2026-08-09T13:19:52.804528Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.447207Z digest=sha256:409dca60d85567969af3f345d0d174a123bf31afcb0fe3b9da821d2232e4937b

Observation 867c39b1-d38a-4c4d-9597-671d14837a3c · outbound

This paper cites and Hayes, P.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Hayes, P

Reference 37

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verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.787674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.452134Z digest=sha256:ef63c01c09a547e0268495da15bfaa228550e6ed465450dca3d2409bf311471c

Observation 0dc6c42a-1245-4040-9c90-7b217b3166a9 · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.772131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.456549Z digest=sha256:01826bd15af12f55e7d4c8d26da92ddc3b785c60e5512579351da6a8e4470962

Observation 4e00054a-7b24-489b-a83d-aaed7c35239f · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.756920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.461744Z digest=sha256:80123106f9d532f814a5996721429d58c307438fead1686cbd822512468436a0

Observation 57bd03fd-c7dc-4f0b-8bd4-9847298d7608 · outbound

This paper cites Statistical metrics.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Statistical metrics

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.741499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.467072Z digest=sha256:631b5df5c93ea55e23f57ae602c78a23957c1948101df42eed3ccea9e2d4a571

Observation d3309385-6599-427f-b20e-c8857da7f290 · outbound

This paper cites Steps toward artificial intelligence.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Steps toward artificial intelligence

Reference 41

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:19:52.235687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.472269Z digest=sha256:bd8631f669baafc815d09fee56e879cd5865024a9d137712379c00a52d2b5386

Observation 6b4f0bac-969e-48bf-a769-bdc4705aedd1 · outbound

This paper cites Learning from positive data.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Learning from positive data

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.725885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.477694Z digest=sha256:da6e661795793f97641018465018be7e5c678b6367c3260ac0c5cc3effb67d67

Observation 103d5417-8a97-42bd-a2a6-c61f5b441822 · outbound

This paper cites Limitations of the current stock of ideas about problem solving.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Limitations of the current stock of ideas about problem solving

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.710772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.483162Z digest=sha256:60d20e44a205c279b2a4c48f8e5381298292a5157d52c4bb5dabfa16d5000ca0

Observation bb96413c-e679-4b67-9959-219802d63235 · outbound

This paper cites and Simon, H.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Simon, H

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.694793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.488713Z digest=sha256:514f4f4468bf40a86efdd730d6fe479afa2176160b31e49cf44bade884906996

Observation d5606c1e-9984-4814-8881-c8c86eb32b73 · outbound

This paper cites and Simon, H.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Simon, H

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.680151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.493752Z digest=sha256:1621b361b288daf35be57c38c74363d9846d9a20de7642fcc6575591bdcf24e1

Observation be735a9c-3233-4391-982d-e5b3f02ae749 · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.665983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.498539Z digest=sha256:b46f86e63028ed8eea1cfbf275b3b1e648e5332ff1429b1e4751bc9f605763a9

Observation 08f94dda-e6ad-4060-9ec3-db8a51f2b646 · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.650955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.503241Z digest=sha256:7c714dc7d131574f0c47826aae676fb03e34a333e1212edca92d06b56c5a624d

Observation b9fafa92-c91a-48d2-b3dd-eb8362170496 · outbound

This paper cites Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.635799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.507444Z digest=sha256:7a4260a6d7915c51fa6016e2611d01bee7c9979c4e436e0843994c93e25af6c7

Observation cc92ac1f-1997-45f1-a4b1-510a12e4a63d · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-09T13:19:51.511566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T13:19:51.511566Z digest=sha256:1a52c594c4671bbbb5a9969a0c06e51028f7abb6caad1490b2038d6203ec02e2

Observation 169851a5-536c-43a8-bb8f-b165e1f43afe · outbound

This paper cites D., Dumančić, S., Manhaeve, R., and Marra, G.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence D., Dumančić, S., Manhaeve, R., and Marra, G

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.620232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.516178Z digest=sha256:d62f3e58487deee32a6b70474576c6f734638e10720a30eab59399bfa61512d2

Observation 03348013-1640-4ddf-b1bf-8fc865f7a922 · outbound

This paper cites Many-Valued Logic.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Many-Valued Logic

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.605230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.521891Z digest=sha256:c5de80edb7663103e57733a7021109da62403a33a952e95966607975dd65dd89

Observation 1779dc75-cbbc-4376-b74b-e3d85ad05d1a · outbound

This paper cites Logical Neural Networks.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Logical Neural Networks

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-09T13:19:51.527050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T13:19:51.527050Z digest=sha256:2111301f73dd419dc1bf27ac57eea76b07b67c0b9ed5953cc0bd948ed120a42f

Observation 34a63c2e-01ba-4aef-8a15-3a6dda28a659 · outbound

This paper cites and Riedel, S.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Riedel, S

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.590425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.532245Z digest=sha256:48e7ed2c8cb059b67ff9f59c6dc8608d65055bfdac610236337b6f3b4d010e7d

Observation 78c6714b-b1eb-4844-a922-cab6436a9998 · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.574749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.537142Z digest=sha256:867f238eb4b8c6edd8cdd70289cc02ac5b891b4655c0375ce3961bc6b2628c1d

Observation 12c4009b-7344-413a-97bf-fea3d1bb9f6b · outbound

This paper cites and Norvig, P.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Norvig, P

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.560137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.542080Z digest=sha256:0fa5a2edb4858344508aed741ba9d9b0de97a15315d42c71da43e4d4372b7282

Observation 84dd0a80-3d55-47f9-a66b-a8b7234eddf4 · outbound

This paper cites K., Zhou, L., Eberhart, A., and Hitzler, P.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence K., Zhou, L., Eberhart, A., and Hitzler, P

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.544973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.546778Z digest=sha256:3f27f04b829c71a8500a941cb940c979983caf42f579b8e62e8d46e6f55f19b9

Observation 7d098cab-af21-4161-9899-e94e48fa2fbb · outbound

This paper cites and Sklar, A.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Sklar, A

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.528424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.552612Z digest=sha256:45615227558c57424e958382a9e366a002ebfca4a260a0353bb5d8ee850b7861

Observation 81dfeb9c-e8d3-470f-9508-926cef0e7fc9 · outbound

This paper cites and Sklar, A.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Sklar, A

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.512847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.557883Z digest=sha256:2a2e1b4448cf5966141ed6dfad0f2f38cc9076d94e11a481e7e1b8c22ef8896e

Observation ac8c1b89-22f4-4070-84c0-cf7fcc9f80c8 · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 59

Resolution
verified exact
doi, observed 2026-08-09T13:19:51.712833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.562680Z digest=sha256:9277764563c17e769e2688847076b005973b8abb650ff8ed62a094dd4aee18ee

Observation d5a5f98f-9473-4345-a516-6f4715fe9a6f · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.497454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.567966Z digest=sha256:1f38a4bab8d65a5fd8b94ef24ba7bf96df7d438a5fc8d55b614d1e8aa78df741

Observation ffd3be8e-d696-492e-ab82-79c72d9cf992 · outbound

This paper cites and Garcez, A.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence and Garcez, A

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.482982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.573065Z digest=sha256:55e90d626cfa6340ad5f6d54a22207db47030f14d089c57c857de20b0129b6bc

Observation a44da3a6-20a3-4e1b-b353-91e8fc36533c · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.468381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.578018Z digest=sha256:193138a6c52bcf02d178d83165fd76a566be9ec9bac3c31c7887c4b8febd50b7

Observation cdf7697d-244f-4694-af1e-e813aed7ae7e · outbound

This paper cites D eterm LR : Augmenting LLM -based logical reasoning from indeterminacy to determinacy.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence D eterm LR : Augmenting LLM -based logical reasoning from indeterminacy to determinacy

Reference 63

Resolution
verified exact
doi, observed 2026-08-09T13:19:51.696272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.583194Z digest=sha256:139e60f8c2b9cedfc7bc074b382ced2c8976ef90d95096662268013c8fa6f5c8

Observation cec0920c-161b-4152-9d55-78e1f76f3653 · outbound

This paper cites The semantic conception of truth.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence The semantic conception of truth

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.453421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.589307Z digest=sha256:d4ca5a5ff003430a0b1ee24e3e34d17e60fc1c1153ae580a8260f84c18701f24

Observation 07d94d88-10fe-48b6-afce-9525f3e9bdd7 · outbound

This paper cites Diagnosing the first-order logical reasoning ability through L ogic NLI.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Diagnosing the first-order logical reasoning ability through L ogic NLI

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-09T13:19:51.594313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T13:19:51.594313Z digest=sha256:b1b992dc36ef909205548cd3abd316ace102ad4888debbbcc438f387f9acde3b

Observation c3ea6f42-b755-4209-a29e-aa0ccd0e41bc · outbound

This paper cites Analyzing differentiable fuzzy logic operators.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Analyzing differentiable fuzzy logic operators

Reference 66

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:19:52.019198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.599110Z digest=sha256:e885ba431363d535f99fcc1863ee2b854baaa075948176ccdb60ee1081967ab0

Observation 0df321d4-7182-4c7c-a482-bb192d97f4e3 · outbound

This paper cites Satnet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Satnet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.438267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.603299Z digest=sha256:3eff203d6f17779e602b40c1cf0f5b32d45da40cce156d41d1020d78dd9b3ab5

Observation 63806f18-7dd6-4a49-be29-be48e6f02134 · outbound

This paper cites Towards data-and knowledge-driven ai: A survey on neuro-symbolic computing.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Towards data-and knowledge-driven ai: A survey on neuro-symbolic computing

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.422436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.608187Z digest=sha256:07596d4058d8b60f4b7e3e2757b1330de6cf6c8f098e807e817c1d4ddb5553c3

Observation 9c43d86a-ce60-4384-ad2d-ee486c3ea6f0 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-09T13:19:51.613278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T13:19:51.613278Z digest=sha256:3404a45d5fa20f457b002b292f20142d58fd8b9a225c9ad785d6d397d36b624c

Observation 644339c0-2de4-43db-b869-b0e209028427 · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.404534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.619127Z digest=sha256:84b77ec60a981ef125a6ed65d75d2b9bcaaacfb8629945c1440b2f971b4f580b

Observation d10215e9-29b6-4fa0-9175-e730bfdd78ad · outbound

This paper cites Learning Algorithms via Neural Logic Networks.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Learning Algorithms via Neural Logic Networks

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-09T13:19:51.624026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T13:19:51.624026Z digest=sha256:32f31b42997ce325381566aafdf47165b0e3fe46a220f3d7a954c2afc848e280

Observation dbae8e03-c108-4a73-980d-91a65e1aeec2 · outbound

This paper cites Neurasp: Embracing neural networks into answer set programming.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Neurasp: Embracing neural networks into answer set programming

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.388396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.629125Z digest=sha256:2902e8b32e585ad057bc1c4526be24b6b4b6f8e549f8e456bb5f69e2a96884fd

Observation 003f7081-5bc7-454c-b1fd-263167d22668 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Tree of thoughts: Deliberate problem solving with large language models

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.371649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.634102Z digest=sha256:1e12a1062bc98467a8903d657697c9b18066486e12b399ed5a2aeaed96b8033c

Observation 5b33271d-8d5e-42d5-993e-755e7aefb829 · outbound

This paper cites an unresolved cited work.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:19:52.355377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.639410Z digest=sha256:c2ab78c4d7fad67d23e4e4a6bc637be21ebce954c8af2662a1537c71209656d5

Observation 0d307c2f-4bf7-4e78-911f-b2287529bc33 · outbound

This paper cites O logice trójwartościowej.

Standard Neural Computation Alone Is Insufficient for Logical Intelligence O logice trójwartościowej

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:19:52.339597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T13:19:51.644395Z digest=sha256:24d3bdfe415ef5cd01baab8e34f9da7c7d42326eb5b5f0952b252e8d96a8cedf

Pith citing papers

No inbound Pith citation observations are available.