Paper Citation Record · LEDGER

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering

As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2412.05453.

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

pith.paper-citation-record.v1
2412.05453 v3

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:46:15.570268Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T09:56:36.716680Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T10:01:14.224028Z

Reference resolution

26 of 26 outbound references displayed

verified exact4
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 585d1a44-4e46-4e03-9788-bffa6844ee0c · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.417535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation af6f7703-62d1-4d11-9e6c-08e0875353e2 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.387756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff7077c5-ca83-438f-9143-b71198159c9d · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.353266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 901f24ca-a6b1-4319-8fc8-78245e2c5027 · outbound

This paper cites Mathify: Evaluating Large Language Models on Mathematical Problem Solving Tasks.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Mathify: Evaluating Large Language Models on Mathematical Problem Solving Tasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.311062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e0be1c1-117d-48c8-aa11-fbcf743a332e · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.331230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a1438520-58b1-4d06-ba40-a50216939576 · outbound

This paper cites MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.332194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f7284e3-cf36-430e-a4a4-07174ad2e3d4 · outbound

This paper cites Efficient Prompting Methods for Large Language Models: A Survey.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Efficient Prompting Methods for Large Language Models: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.340211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e4190c2-99cb-4fb0-b988-00013a639217 · outbound

This paper cites Do We Really Need to Use Constraint Violation in Constrained Evolutionary Multi-Objective Optimization?.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Do We Really Need to Use Constraint Violation in Constrained Evolutionary Multi-Objective Optimization?

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:46:15.928169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 70405189-c731-4687-8f72-893c0b980556 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.383314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 954de238-7a18-42ce-b5b5-fcd75bb72cd1 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.399676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef21f7f-be63-47da-9a0f-839a6d433375 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.302136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a20d05b0-2e68-42c4-a884-fa776cc25450 · outbound

This paper cites Generalized Weak Galerkin Methods For Stokes Equations.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Generalized Weak Galerkin Methods For Stokes Equations

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:46:15.899556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bb971bcb-883e-412c-bf30-856ca2659bcf · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.249835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a1f800a0-eddf-4844-aed1-ceef6c2db313 · outbound

This paper cites InvGAN: Invertible GANs.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering InvGAN: Invertible GANs

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:46:15.822290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bbfbf94a-ea93-4b56-9d4b-75bab5a9ddd0 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.219936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7df76b9b-36ad-4a5f-ab8e-5283ff5c0e46 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.197619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e148f8f0-1b6e-426c-91a5-b52b90bb40a5 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.173491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e52e7e88-1ac9-4a55-b31a-f1c0b42ddc1a · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.148774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 437e789b-6f52-4f91-9bd0-00616fffdac3 · outbound

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

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.510046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5bf89c4-a3e7-4784-9abc-0b5796a96b89 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-11T20:46:15.684302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 461c9a09-9437-4e93-aa8a-7918b28e06cd · outbound

This paper cites Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.530745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e57fa4b7-94ab-40ea-92df-53f52bb52fb2 · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.117474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 78c03fd5-3666-40f8-b6a5-dd8297cac2ea · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.545324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eda03c26-6f9e-49bb-895b-6b61c420320b · outbound

This paper cites an unresolved cited work.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:46:16.086611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9de38ab2-3a21-43d2-9147-bf519ab2ca49 · outbound

This paper cites online" 'onlinestring :=.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering online" 'onlinestring :=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.558102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00b06f77-d969-4015-b386-c6b1462b9a5f · outbound

This paper cites write newline.

Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering write newline

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:15.570268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ada08373-eaab-4eb8-870e-25c654bb3184 · inbound

Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI cites this paper.

Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering

Reference 138

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:01:14.226543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.