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Paper Citation Record · LEDGER

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant

As of 22 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 3 inbound Pith citation observations for arXiv:2508.20907.

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

pith.paper-citation-record.v1
2508.20907 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:46:27.963353Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:40:15.001156Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:09:41.942375Z

Reference resolution

33 of 33 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved14
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f16e033-17a1-4d50-bca0-a9a41d483afc · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.275053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.864158Z digest=sha256:0c8b4146ab42ff0a68cb03919f551e1c4419fc4b150c7e41cca3344b99308e0f

Observation 29d7884d-3163-4bca-b069-37ba88499372 · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.266019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.867285Z digest=sha256:495905b3f174e669140d2050ba8128a961938536a29524569bf496492675f087

Observation 745baa73-f2d7-4cae-afda-055655a7bd8c · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.257614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.870344Z digest=sha256:99bf0521e7fe58e9f62d8b56a67d51f367231fc64af613908f0f55cf22ddd426

Observation 55278941-aa0d-4124-a3af-ce3177c014a4 · outbound

This paper cites This means the circuit will have 8 quantum registers.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This means the circuit will have 8 quantum registers

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.248687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.873678Z digest=sha256:42589089ba9a8d41d01e262895aca987afcb2fdb52f705077ce56b2bcb45d640

Observation d5fe45b2-662a-4949-9b1c-139d7674f12c · outbound

This paper cites This is crucial for adapting the circuit to the specific constraints and capabilities of a quantum backend.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This is crucial for adapting the circuit to the specific constraints and capabilities of a quantum backend

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.239519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.877006Z digest=sha256:f2867241f2bd1ac8d56b06c3fe6199548a3cba90272c67a332583d91df7714b9

Observation 77b4551c-09c5-40c9-9ecb-7ea71afc3448 · outbound

This paper cites XXYYZ",.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant XXYYZ",

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.230034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.880216Z digest=sha256:70fe07af8a2047a6f67fff480591ac32d89966c6b8b5ce59bee18039360da950

Observation 88dca333-cb77-4caf-9353-8bf34a08866c · outbound

This paper cites It is used here to perform the quantum computations in a controlled environment.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant It is used here to perform the quantum computations in a controlled environment

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.221242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.883857Z digest=sha256:3cca4e1b60b762f142ef2b9ecc92c6e9aeb9ea43034bec4633bd771bbae1e629

Observation abf6a794-01ce-4cd7-92ad-0e8886e49b50 · outbound

This paper cites This circuit will be the quantum system on which we will apply operations and measure observables.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This circuit will be the quantum system on which we will apply operations and measure observables

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.212996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.886699Z digest=sha256:5bb4142762f250b24964b7ceccfdca6ade594f81626e6f4359e5c81adf778f59

Observation 6bbda5e6-7ceb-4064-b0e8-20660a3f082b · outbound

This paper cites XXYYZ",.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant XXYYZ",

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.204113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.889294Z digest=sha256:f1137c1d130badcacb71fe527c8c863a13356248c738f70e493d42375884cf54

Observation 89e85ea5-243a-4b9e-9aad-5c8e4a62dc45 · outbound

This paper cites This involves running the circuit and measuring the observables.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This involves running the circuit and measuring the observables

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.194901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.891885Z digest=sha256:2f29d83a3b0c7362b2dc46850eb15bae4980d78bbeadbb0ef62cc1ce04b94aa0

Observation c151bc40-a5e3-4642-9d0c-293b6085c9b3 · outbound

This paper cites XXYYZ",.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant XXYYZ",

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.185251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.894645Z digest=sha256:f4fa79d528a24f64afe408c703bf94d70a178a5d1860629347da564db408599d

Observation e506372e-4e87-4b08-9d80-6784d861f6f4 · outbound

This paper cites XXYYZ",.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant XXYYZ",

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.176380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.897132Z digest=sha256:26bbffec26a72543a5a2312e7b9e1b45f26d70e8076ccbc0be444d9e7f207101

Observation ff670bd1-c15c-4f04-8bb9-0e81727948ab · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.168093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.903025Z digest=sha256:a656e4133019f40e5535012faab994f34c3d81dcdee2a9048edb0293282eb124

Observation 83eaeafe-2f0e-42a2-98a4-942259788801 · outbound

This paper cites polynomial_degree_2.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant polynomial_degree_2

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.159212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.905571Z digest=sha256:a6804a38bfe024c285df3515b0600b8526621265b98feecc99c0eac88286c596

Observation 62891113-a1aa-40f7-969d-54ce791bd6a2 · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.283687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.908268Z digest=sha256:02744b6a6bff2774916a5848494c435e23046a2264442c069f813f2507820634

Observation 7f8019a7-5b80-46f0-bd9e-2fffc47988e1 · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.150919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.910748Z digest=sha256:be023cb162303711ea887ea6eb3c9dc05569c225d5dcaf9409f213d80b9705cd

Observation 36d6a12c-3bb6-4c1f-9f1b-669f3bda4814 · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.143025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.913416Z digest=sha256:7a1dd33ce46afee1f821cc69dd2809ec28dd31ef2318670fb003be0a0af84953

Observation c927531f-2ec7-486d-b06e-cc634a4e44cb · outbound

This paper cites Let’s go through these steps in detail.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Let’s go through these steps in detail

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.134041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.916013Z digest=sha256:3c827e6a08b368f1a7658a1a41d2adf053cba9419514ba97aa12330635bf6737

Observation 29553b12-c92e-4640-a151-3b93d7701701 · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.125361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.919254Z digest=sha256:d09d0d858eaa062dde706b0d8b5b0fff4bc1c249d09afa09399bfa6a1e3f7e83

Observation 6bc17619-acf2-4efb-a2d8-3c30a84aa5ef · outbound

This paper cites The circuit will consist of a Hadamard gate on the first qubit and CNOT gates between the first qubit and each of the other qubits.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant The circuit will consist of a Hadamard gate on the first qubit and CNOT gates between the first qubit and each of the other qubits

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.116719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.922640Z digest=sha256:7e34eb118ca74d4a033dea134336342eec4fc5218ba3178fd0d1d86361f146da

Observation 1c38d1b0-0b4c-4d95-bec5-1d6c6d4eb1ec · outbound

This paper cites QASM3 is a quantum assembly language that describes quantum circuits in a standardized format.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant QASM3 is a quantum assembly language that describes quantum circuits in a standardized format

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.107823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.925652Z digest=sha256:19cb28df9b7f924010c453c3a11acff024ad70ded6f1c5ed313a9c1c110f958c

Observation 58c6c433-6b8b-48a6-a464-3615e9903a2a · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.098919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.928839Z digest=sha256:09078c89a8f929da2bd8911aef54bbad32218afef4435cbb7748738704ee5e57

Observation e12510ae-74b5-4a84-829b-499a76bb9119 · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.089370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.931837Z digest=sha256:454074f8dbe3e7f2c83cfdd617c40aba459fb68a35d066a5a3154c2d8c441f89

Observation 6fde9610-db5e-43e0-aa8c-10b30474a55a · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.080716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.934649Z digest=sha256:fc7c675e3c88a4f61840760574479eb75b16f4b3f6fadc78fedf5596f05fa46d

Observation f9ba6d06-2706-49c9-ab64-f03a3e66ffd0 · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.072018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.937988Z digest=sha256:7a2354964ab098d9c6422736f6cc761a3ce3cceb81eff543c34bf6608ad64271

Observation 2b6e75aa-7721-4f8c-b0ff-366bfa644c8d · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 28

Resolution
parse uncertain
raw_fallback, observed 2026-08-05T14:46:28.062604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.940809Z digest=sha256:a2884000de0fa0fedb52aeb5fa5bafad7b1c55760d230f53a56c6466fca2f6e4

Observation c29c5caf-875d-4f66-9d43-55f9efb776ce · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.053955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.943859Z digest=sha256:bc706e59521775b409a95997613c130b2c8f2a7fe791b426eb7c71fd1591df45

Observation 9ea50952-c9a3-4c58-a83d-bf335d133915 · outbound

This paper cites an unresolved cited work.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:46:28.044360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.946962Z digest=sha256:e9164440f96c4b6c09842316c0ce7d848ee7a67f221eeb24d116580b3b34393d

Observation 1acfe888-f52c-4fe3-bce1-967b3c2977f9 · outbound

This paper cites This involves querying the IBM Quantum service for backend information and filtering based on the number of qubits and operational status.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This involves querying the IBM Quantum service for backend information and filtering based on the number of qubits and operational status

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.033654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.951180Z digest=sha256:0fe78d3f94e73696e33fe6950d137a10569be5fb8b00697b60f68b83922715e9

Observation 33a71537-db80-4dfd-a239-8469afd0ea13 · outbound

This paper cites This involves checking the current usage or queued jobs of each backend to determine which one is least occupied.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This involves checking the current usage or queued jobs of each backend to determine which one is least occupied

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.024008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.954416Z digest=sha256:c56f351ee2dba9ad27a8ed09b59fa970e331cd451664866cc4928ae2a44af25c

Observation 4a05f225-18b4-4f8d-9860-14cdaad38137 · outbound

This paper cites This involves preparing a Bell state, which is a superposition of the basis states \(|\psi\rangle = \frac{1}{\sqrt{2}}(|00\rangle + |11\rangle)\).

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This involves preparing a Bell state, which is a superposition of the basis states \(|\psi\rangle = \frac{1}{\sqrt{2}}(|00\rangle + |11\rangle)\)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.013913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.957287Z digest=sha256:c0d953ad58f176720489bfbdb831846fc03d4bc921ed8000f1b3ebec708cf7b1

Observation 37be9864-6e83-4ba6-90e7-e7db4150f544 · outbound

This paper cites This includes mapping the logical qubits to physical qubits and optimizing the circuit for the backend’s constraints.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This includes mapping the logical qubits to physical qubits and optimizing the circuit for the backend’s constraints

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:28.004288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.960396Z digest=sha256:00d9dedc9850c1593e47c4b7c945ac0a2e795c96f09fcb910aaf4297d6a533c0

Observation 430b7ee9-dc61-4bba-9fbe-04611e9da1fa · outbound

This paper cites This involves running the circuit on the selected backend and obtaining the measurement results.

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant This involves running the circuit on the selected backend and obtaining the measurement results

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:46:27.994478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-05T14:46:27.963353Z digest=sha256:337b4e234eba5b246947096cad01a171f8c8744c6ac4f71741bf8102d6743bda

Pith citing papers

Observation b9155d30-befa-4831-8abd-1c737da273ce · inbound

Aligning Quantum Operators with Large Language Models cites this paper.

Aligning Quantum Operators with Large Language Models Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T11:40:15.001156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:40:15.001156Z digest=sha256:542c79647e98886cb8e5dad04d0a98afc20cfaca794637759582f4d05e391dfc

Observation 96382037-334b-49e8-ac87-32cb97865a80 · inbound

Gatekeepers and Hallucinations: A Layered Evaluation Framework for LLM-Driven Quantum Circuit Generation cites this paper.

Gatekeepers and Hallucinations: A Layered Evaluation Framework for LLM-Driven Quantum Circuit Generation Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-03T21:38:59.548645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T00:15:11.419497Z digest=sha256:0b31aeb913937844ffcc832d20a646aeff21f3e71ad4665810675a17291891fe

Observation 8add85ca-0b75-43d8-9af2-974cf57190c6 · inbound

Fine-Tuning Large Language Models for Quantum Reasoning cites this paper.

Fine-Tuning Large Language Models for Quantum Reasoning Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant

Reference 16

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arxiv_id, observed 2026-07-04T08:09:41.943768Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-26T12:02:14.680564Z digest=sha256:20c0bd5605c974cc368fcef51e4c91b3c15a9fb39a44b860d40ca1547564fef9