Paper Citation Record · LEDGER

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality

As of 10 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2502.09658.

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

pith.paper-citation-record.v1
2502.09658 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:20:17.534671Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

46 of 46 outbound references displayed

verified exact0
verified fuzzy9
unresolved36
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ecf410e2-0e7a-453c-882b-3d22c61eac9e · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.171499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 33a4d9b4-293f-4da3-a00b-93819def5dfa · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.163658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 664351da-ea28-434f-9d0f-652508ad9fd9 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.155507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fcda09d7-3408-4741-b9f0-d4e23db114f0 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.147206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3d8ab152-b24f-4262-901d-294b77eb542f · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.139293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef1e62a6-94fe-403a-8f03-4cf1539ac021 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.131524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f986a37c-817f-42c7-864c-34f1eb31e093 · outbound

This paper cites B OPL of Constructed OPM Model OPL for System Diagram (SD).

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality B OPL of Constructed OPM Model OPL for System Diagram (SD)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:18.123559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c91da99-d756-4c02-b72a-3c8b8070dd36 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.032692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 01ef94a3-6e57-4266-b21f-86ec3c32990b · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.023203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 50366462-272c-494f-8389-9723254b89e0 · outbound

This paper cites State rule of thumb is initial.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality State rule of thumb is initial

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:18.115295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e3016312-b9db-4730-83ba-8e8b5c5001f8 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.107348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95655cd9-bb33-4c1b-89d6-9e20f95dd06d · outbound

This paper cites OPL for In-Zoomed Diagram (SD1).

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality OPL for In-Zoomed Diagram (SD1)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:18.099302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d3db7be-d08e-4977-977b-5d946fb9b4fc · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.091534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8153e2f0-7a41-45f3-989e-09c5db2d5b4c · outbound

This paper cites State rule of thumb is initial.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality State rule of thumb is initial

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:18.083106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d1167048-3350-4657-806e-88ecbba7ddbd · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.074431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de354503-8653-461c-ad21-427fcfb4c493 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.066689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d1abfd3-8edf-4ebb-9cab-862add878f9b · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.058483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5baf0be5-e7af-406c-b912-7be52d1a5c89 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.050046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b90fcc13-1024-4cc5-b1ef-a84044729c87 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.041709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84430b08-0d9d-4894-836a-e615f1fe2274 · outbound

This paper cites D Prompt for the QA System Prompt for OPM-QA and NL-QA Systems Prompt: You are a knowledgeable assistant.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality D Prompt for the QA System Prompt for OPM-QA and NL-QA Systems Prompt: You are a knowledgeable assistant

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:17.603908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77ce0e0d-3ed4-46ee-9486-eb67c3a3d5dc · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.013634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fcee37b2-efe6-49eb-a839-f479bacd0af3 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:18.004574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e41f2ab8-e81f-402f-9932-c2b7fb9b130c · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.995987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0695136a-e06b-4028-bf1d-658bd8e00111 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.987670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 39757860-24f2-4def-a6ab-0a92b5be3c99 · outbound

This paper cites C OPL Generated by LLM OPL Generated by LLM.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality C OPL Generated by LLM OPL Generated by LLM

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:17.978927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba207b93-e91a-4bab-81b1-ef33b53c447f · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.970057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4fff07d0-7491-4b8f-8dc2-0c24a465bc0f · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.960378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b65b4ee-b2ec-4096-91a4-c94ad25df009 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.941810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 04f8d02e-3bae-45ba-88d9-81a777f5327a · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.913909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3fa6a359-dc90-44cb-b8fa-685a912d0607 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.873024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2e9a94f7-901f-4c64-ba3e-58507d36bb59 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.830224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 36fa53ff-ce46-4a0c-883e-9babcc1ef820 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.792489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 21fda61e-4a03-4b72-9fc6-d3a45a16630e · outbound

This paper cites State principle is final.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality State principle is final

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:17.767870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00291d26-5b3f-4f6d-99be-e17aa56e6502 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.759749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a68f9353-2000-4cc7-94bf-510aa41b128e · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.750911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 673d83ff-ea98-4239-a4ab-743d7d07a319 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.742615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7bebc803-4848-43ee-b2f1-1407ae72efda · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.733708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 645e1e97-0605-4c27-894e-35752d00f8ff · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.725519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f1548e7-51a7-4f60-a0fb-39fc8e5c93c2 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 40

Resolution: parse uncertain; raw_fallback, observed 2026-08-08T10:20:17.716431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f35f916-dbb7-4033-ba7c-d3c693f27dcc · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.706764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15cfa4fe-5c8a-4c43-b901-5d004da188dd · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.696538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63081cb1-8aba-41b5-aa1c-5d7c4d999c09 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.687550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 66ca4640-7dcc-468a-86db-84a7c56fe3da · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.678768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63aaf23f-4037-400d-a11d-cfc7a460be79 · outbound

This paper cites an unresolved cited work.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-08T10:20:17.651194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c853e2dd-db39-4b1e-b85d-6c29c27b332c · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering, 29(12):2724– 2743.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality IEEE Transactions on Knowledge and Data Engineering, 29(12):2724– 2743

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:18.187783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e6501d64-c6ba-4bab-b44d-c321fb67e885 · outbound

This paper cites In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, pages 5123–5133, Abu Dhabi, United Arab Emirates.

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, pages 5123–5133, Abu Dhabi, United Arab Emirates

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:20:18.179717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.