Paper Citation Record · LEDGER

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models

As of 7 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 2 inbound Pith citation observations for arXiv:2507.00653.

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

pith.paper-citation-record.v1
2507.00653 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:15:09.511389Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T07:36:16.135189Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T10:32:44.988714Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy2
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de1510ee-6092-486d-8f35-843cc52f02c6 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.836725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8581512c-de25-4c13-b41a-7d20bc103ed4 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.759644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1eda5bac-0312-4d7f-984e-d1e24fcbacba · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.643354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a487176-70e0-497e-8c7e-447ce1b8cb22 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.561816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d9fd658-93e1-4e28-bab6-386601e6e3a2 · outbound

This paper cites Does RAG Really Perform Bad For Long-Context Processing?.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Does RAG Really Perform Bad For Long-Context Processing?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.483177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d9e9b8f-f29e-472a-b1ff-06f0ff10e4a7 · outbound

This paper cites Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.515252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37efbaab-cefb-469d-bfca-cd1177760cce · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.494310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdef0f08-a25c-4553-a79d-277810b7d023 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.403768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 185fcae5-2a15-470f-8cf3-174acaf4eaca · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.327640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a118ee4b-1264-4de5-b827-25a16d0a2865 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.661098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e055f046-e6a5-44e7-96c6-9c1b9089f3fb · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.246327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 461f8c7a-7f09-4d18-8660-fdd7b019d1ba · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.190785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84c02c51-0b44-487d-aba5-19a37b5726fb · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.148666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 555f40f4-7373-4abf-9264-b6fde57a0583 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:11.077389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01be5370-e35c-4ffb-929b-6ce7209d1065 · outbound

This paper cites A Survey of LLM Inference Systems.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models A Survey of LLM Inference Systems

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.827273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecdef9d0-7c68-423f-8fe7-41ced58b316b · outbound

This paper cites A., & Ungerleider, L.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models A., & Ungerleider, L

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:15:11.018337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e6a9c00-2f3b-4e95-8f52-adc3a1b40ce7 · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Measuring and Narrowing the Compositionality Gap in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.896888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79e31ef4-0546-483c-b15e-47618cc66122 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.944402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd61e256-123a-47b9-9b51-ec6863c37577 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.873450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 57a62306-698c-47a7-89f2-59c16faa24ba · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.794935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aef0c154-066b-4494-a10b-4c9e450d70ec · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.716931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b187ff4-11b9-484c-b0f4-fb2598c05bb3 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.650941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e27689b-e251-4575-a19d-1531c5b6f8a0 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.565658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e66d44a1-ce44-40d2-b305-b9b5f30b7abf · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.506624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eca547e8-e7d9-4468-b665-eed807f611dc · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.435819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01a0d3b0-45d3-4862-a22b-43389b8522b7 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.380314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae43ae89-5a6d-4916-90d5-4294d5b9bffd · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.304658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2d41cbd-c53a-436c-ac77-3db0a8810911 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.227006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1754cb12-5726-48be-b26f-4e91d8fcb71f · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:10.157094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae5f4328-5574-4821-9a42-32855bffe670 · outbound

This paper cites Meta Prompting for AI Systems.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Meta Prompting for AI Systems

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:09.359445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee26452-6f1f-44fb-8459-2b8698d6163a · outbound

This paper cites X., et al.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models X., et al

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:15:10.060935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19050628-cbbc-400e-a882-70a3281ab573 · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:09.443259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e53eed3d-1cd1-49d7-9400-b4f5db61a7f8 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:09.956495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 295aae94-8fe9-437d-a87f-2eb1730a3bf2 · outbound

This paper cites an unresolved cited work.

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:09.868154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 334ab36d-b92a-437c-8ffd-5652baf8191a · inbound

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering cites this paper.

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:32:44.990021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 070210dc-e0cd-4952-93ab-47ba12d929c6 · inbound

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering cites this paper.

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T07:36:16.135189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.