Paper Citation Record · LEDGER

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs

As of 10 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2507.01334.

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

pith.paper-citation-record.v1
2507.01334 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:59:09.483860Z

measured 22 of 22 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

22 of 22 outbound references displayed

verified exact6
verified fuzzy2
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9eb300ff-d89e-499c-9e39-8ca49f5425d9 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Flamingo: a Visual Language Model for Few-Shot Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:07.191372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c329fc86-7897-41aa-b117-fe9fcd6d338c · outbound

This paper cites Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:11.923645Z

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 9fb83571-c448-412f-8259-34bcea51a80d · outbound

This paper cites CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:59:11.148418Z

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 509a57c5-0e3c-4634-82d8-eaa9da518073 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Scaling Instruction-Finetuned Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:07.473954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91fe41d6-039f-4cd3-b006-aef31ea46c3e · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs PaLM-E: An Embodied Multimodal Language Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:07.571320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a69487ce-a7bd-4630-9500-501edf1012e6 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:07.663651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ba784b9-6cea-47a6-b723-c942cf5ee860 · outbound

This paper cites Uncertainty Quantification and Confidence Intervals for Naive Rare-Event Estimators.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Uncertainty Quantification and Confidence Intervals for Naive Rare-Event Estimators

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:59:10.783690Z

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 dcf914a3-7c1e-4ac7-a67b-dfd62ab3c881 · outbound

This paper cites Scaling Laws for Neural Language Models.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Scaling Laws for Neural Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:07.896825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725961f5-4390-48dd-900d-244e3d3520b6 · outbound

This paper cites an unresolved cited work.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:59:11.754578Z

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 ce71f0f6-635a-4e6a-a1bc-be46004ef196 · outbound

This paper cites an unresolved cited work.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:59:11.642340Z

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 d7187700-f865-4ccc-b9f2-33b523731f17 · outbound

This paper cites Controlling Cloze-test Question Item Difficulty with PLM-based Surrogate Models for IRT Assessment.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Controlling Cloze-test Question Item Difficulty with PLM-based Surrogate Models for IRT Assessment

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:59:10.505574Z

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 afd7d032-5351-40ab-bdab-70112dd5bb3c · outbound

This paper cites an unresolved cited work.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Unresolved cited work

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:59:10.373277Z

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 84660c61-2667-4a8b-a318-bd937cd1479a · outbound

This paper cites Input-gradient space particle inference for neural network ensembles.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Input-gradient space particle inference for neural network ensembles

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:59:10.081314Z

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 b7798e6c-5d35-4806-b024-a6c48c4f06e8 · outbound

This paper cites An Analysis of User Behaviors for Objectively Evaluating Spoken Dialogue Systems.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs An Analysis of User Behaviors for Objectively Evaluating Spoken Dialogue Systems

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:59:09.836785Z

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 e215941a-d2df-41ac-af90-9709d87e687a · outbound

This paper cites an unresolved cited work.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:59:11.518384Z

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 c0649738-7627-4f82-8b66-8bf6ff927259 · outbound

This paper cites Probing Early Modification of Gravity with Planck, ACT and SPT.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Probing Early Modification of Gravity with Planck, ACT and SPT

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:08.824661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba1fe7a-4c64-4a55-942e-5cca52dd7507 · outbound

This paper cites an unresolved cited work.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:59:11.402358Z

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 cae7225d-a8f8-41cb-ad57-4bf76575ed3a · outbound

This paper cites Le, and Denny Zhou.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs Le, and Denny Zhou

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:59:11.339971Z

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 d9e81a39-2455-43b6-8584-295660d05d73 · outbound

This paper cites GPT-4 Technical Report.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs GPT-4 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:09.171042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c62c603-28ab-436f-880a-e49696f62911 · outbound

This paper cites ELM-free Enhanced D{\alpha} H-mode with Near Zero NBI Torque Injection in DIII-D Tokamak.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs ELM-free Enhanced D{\alpha} H-mode with Near Zero NBI Torque Injection in DIII-D Tokamak

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:09.308515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef5172c-5c29-4193-b830-bed5f0ceeda7 · outbound

This paper cites URL: " 'urlintro :=.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs URL: " 'urlintro :=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:09.365266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ad0f113-c917-46d9-97de-329405756822 · outbound

This paper cites write newline.

Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs write newline

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:09.483860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.