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Paper Citation Record · LEDGER

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning

As of 6 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2604.18176.

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

pith.paper-citation-record.v1
2604.18176 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T04:21:49.942006Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T16:36:03.557894Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-29T17:13:45.130889Z

Reference resolution

21 of 21 outbound references displayed

  • verified exact4
  • verified fuzzy5
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3aff52f6-7af5-4c54-9816-6ed163a4ce4d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Training Verifiers to Solve Math Word Problems

Reference 1

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metadata mismatch
local_arxiv, observed 2026-05-11T12:01:05.104373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation d99fab77-16ea-4476-a918-f836eb35b08d · outbound

This paper cites Reinforcement Learning for Variational Quantum Circuits Design.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Reinforcement Learning for Variational Quantum Circuits Design

Reference 2

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verified exact
arxiv_id, observed 2026-05-11T12:01:05.068343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation b54b889f-db56-4076-ae84-d3a24e7a697c · outbound

This paper cites QuantumLLMInstruct: A 500k LLM Instruction-Tuning Dataset with Problem-Solution Pairs for Quantum Computing.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning QuantumLLMInstruct: A 500k LLM Instruction-Tuning Dataset with Problem-Solution Pairs for Quantum Computing

Reference 3

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verified exact
arxiv_id, observed 2026-05-11T12:01:05.090869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 261e0605-0dff-4413-bcf2-b59f7d7215d9 · outbound

This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Reference 4

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metadata mismatch
arxiv_id, observed 2026-05-11T23:08:37.431680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:21:49.942006Z digest=sha256:d4fb57802dab8a2885dd84df7553d8b47806d9d9da31af1a1831da5fcba1841b

Observation ba46cd2c-a0e6-4abb-9851-fb01335f34f4 · outbound

This paper cites Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy

Reference 5

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metadata mismatch
arxiv_id, observed 2026-05-16T22:17:43.404381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation c07ef7d6-793e-44bd-b4d0-71b389a3ea95 · outbound

This paper cites Michael A Nielsen and Isaac L Chuang.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Michael A Nielsen and Isaac L Chuang

Reference 6

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verified exact
arxiv_id, observed 2026-05-11T12:01:05.054392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:21:49.942006Z digest=sha256:9a8c47abc42b613cd234c2c4d4307f62ebd033c23277dbe5ecf8fd734a8813a4

Observation 946a9277-faec-4dd7-b7d9-6af471d242ee · outbound

This paper cites A Survey on Testing and Analysis of Quantum Software.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning A Survey on Testing and Analysis of Quantum Software

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:01:05.048385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:21:49.942006Z digest=sha256:bf9285621b6eb023632c61d228a512c17553eb67fa3bd5120e48517b87100300

Observation 7ea3a40f-2abc-4ccf-807d-40e61ad686d8 · outbound

This paper cites Proximal Policy Optimization Algorithms.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 8

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metadata mismatch
local_arxiv, observed 2026-05-11T12:01:05.039046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:21:49.942006Z digest=sha256:84dd257443d03e2ee88075576ff00df2ef2cda2e2e08330e107c1ea1d4dc548e

Observation fadedb97-80d8-4e05-a3f3-3a869642c235 · outbound

This paper cites Galactica: A Large Language Model for Science.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Galactica: A Large Language Model for Science

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T05:53:22.462487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 433e3ebc-eb23-48b3-805f-429f728a2659 · outbound

This paper cites For the reinforcement learning (PPO) phase, we utilize the TRL library (Havrilla et al., 2023) with standard hyperparameter configu- rations unless otherwise specified.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning For the reinforcement learning (PPO) phase, we utilize the TRL library (Havrilla et al., 2023) with standard hyperparameter configu- rations unless otherwise specified

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-22T07:36:14.670801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 2289577c-c430-4a8b-859d-065741b4173c · outbound

This paper cites an unresolved cited work.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work

Reference 11

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unresolved
raw_fallback, observed 2026-05-22T07:36:14.663040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 92d1eb5d-8dc0-407e-bd84-18bad86e3d19 · outbound

This paper cites Step 4: Adaptive CoT Injection (L + Q + A→ Chain-of-Thought)We implement an adaptive mechanism to determine the necessity of explicit reasoning traces.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Step 4: Adaptive CoT Injection (L + Q + A→ Chain-of-Thought)We implement an adaptive mechanism to determine the necessity of explicit reasoning traces

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T07:36:14.660662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 9e85c4e5-6969-4348-a25f-e31229915740 · outbound

This paper cites an unresolved cited work.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-22T07:36:14.665280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 467d1565-2b5a-4fc8-8ace-850d76e0bb65 · outbound

This paper cites an unresolved cited work.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work

Reference 14

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unresolved
raw_fallback, observed 2026-05-22T07:36:14.668027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 9d056558-41c5-4f52-b1b8-c80e64352dd5 · outbound

This paper cites Crucially, if the semantic parser fails to ex- tract valid arguments due to ambiguous for- matting or incomplete reasoning, the pipeline explicitly flags the sample as unparsable.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Crucially, if the semantic parser fails to ex- tract valid arguments due to ambiguous for- matting or incomplete reasoning, the pipeline explicitly flags the sample as unparsable

Reference 15

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verified fuzzy
raw_fallback, observed 2026-05-22T07:36:14.657457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:21:49.942006Z digest=sha256:996f0e09619413515118afcafbe41ffeeb877a0468758a8db52eed13572b602c

Observation 9703e4cb-1361-41e5-a025-45cb22148d1c · outbound

This paper cites an unresolved cited work.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work

Reference 16

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unresolved
raw_fallback, observed 2026-05-22T07:36:14.654337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 028db4a6-98ed-4382-b580-329a4b36c806 · outbound

This paper cites an unresolved cited work.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work

Reference 17

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raw_fallback, observed 2026-05-22T07:36:14.676055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 8029966a-98ea-49d0-8088-199213e19407 · outbound

This paper cites an unresolved cited work.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-05-22T07:36:14.684067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:21:49.942006Z digest=sha256:b61a7a9b3cf6aaab477a8486cba4d682842f579ed41ad5b851293c37f71e7912

Observation c95f9c67-c736-429d-a3b3-83b3bc737a3e · outbound

This paper cites Output Format.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Output Format

Reference 19

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verified fuzzy
raw_fallback, observed 2026-05-22T07:36:14.678791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 11f0f63f-88ea-4a08-8d0d-763adee8bdf4 · outbound

This paper cites an unresolved cited work.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning Unresolved cited work

Reference 20

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raw_fallback, observed 2026-05-22T07:36:14.681494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:21:49.942006Z digest=sha256:c1862087f982911d5a465f15ec20d11554527643ea88e887ae746ed137f18817

Observation e54fbae9-5db5-4f40-9c3a-9c8129747b3a · outbound

This paper cites scores": {.

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning scores": {

Reference 21

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verified fuzzy
raw_fallback, observed 2026-05-22T07:36:14.673484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T04:21:49.942006Z digest=sha256:efd24317f41c8ab1166ec1b0a8adac08c988a5bba5c2aa222a379e88c969a5d4

Pith citing papers

Observation f24e776f-4282-4814-b19b-953530794748 · inbound

Qiskit QuantumKatas: Adapting Microsoft's Quantum Computing exercises for LLM evaluation cites this paper.

Qiskit QuantumKatas: Adapting Microsoft's Quantum Computing exercises for LLM evaluation QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-06-29T17:13:45.132162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T16:36:03.557894Z digest=sha256:cbaaff2f283ad80c172bc9548d3fb648e6480692e356345bce17369f2ae9c70b