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Paper Citation Record · LEDGER

Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.864158Z digest=sha256:4df927cb26102c9b8308ee5c72bb79d245161acbe411485a38f94e44cc4a1a7d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.867285Z digest=sha256:1a86a121aaac6442cd221a4303f8be955ae6e68e313a08b0a56c0a593cbbc0c2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.870344Z digest=sha256:757556a78afd3b5705ac9eba6eecaa5a37c7f2ac620e415d3315e21af6cd2a93

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.873678Z digest=sha256:09e82e110195713adbeeea2a50bdb4a447698c41329ee1223db091f76cac12b2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.877006Z digest=sha256:e343027cc5deffd1880609e0ca6abce4fcb48ed103490e720ad1dcdf0e4c078b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.880216Z digest=sha256:88009ad60731c1666eef8f9c577dc4371361ce093989b76ea121a422077634fc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.883857Z digest=sha256:cff4f0cf8ad5a1b7c1012cc7ecb302990e179b7c2240c82c11ee269730992c48

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.886699Z digest=sha256:43f77af4ea4e9311d6c13e603c277420a3d947a25784fce443e05afe81970025

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.889294Z digest=sha256:0cd059bd7d1c27e89e37cc1f7313e854b7172e6b1a214bec76b93072ff435c99

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.891885Z digest=sha256:ca6670e13662de2071549c23e09d030eef15e1d477d2b0d36ab319571983d91c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.894645Z digest=sha256:d54d6b5b4c2c7686a10dd66fcbf461b8c76e4130fc3c7ea31841341eb5b23bda

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.897132Z digest=sha256:d78cc23bb717a6f17d67a3badfd6e0cc303df6ee36929a3b2aed991e187fa794

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.903025Z digest=sha256:5d1669affd1c686111d8d83178eff81026ea5aa7ea63fe30408415717b5e2a0a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.905571Z digest=sha256:f394fd13bf5f622c0da31aa06593368cb4ae00757cb248d0cebd8607af0cf9f4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.908268Z digest=sha256:ff96adc6529ad3573a3e1c4566f4d5a7062d9891d427a147f6dd02e333880038

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.910748Z digest=sha256:4c50a17dffb0f34662f49770177e16767dea0d986a634f4725cba2cd815241d2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.913416Z digest=sha256:8141dbb9f38c017c495f18b5fb1ac1291ad1e393ae1373bde5268e9e81f4f44d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.916013Z digest=sha256:5976ed995869a8505f0959ae6a0da39272b20ff210af2c6d3f908c5e4dab1b0c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.919254Z digest=sha256:484254bb4d6315f98752f6ca1e6ebbe834c5eb98f7c02e693e3d0f8435c7a6e4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.922640Z digest=sha256:00c511400f8b295ede2770d61ef7ddc9651fb249c944bbe9a2f96fdc230db8b7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.925652Z digest=sha256:eb3ebfd23f292ec6bd348f79955013669df88558556cefb284266beb712a8ddc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.928839Z digest=sha256:4631437b62a11d4f38fce7751f7f55f9ee2718e5c97501f2e4da8c3f3cdf84b0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.931837Z digest=sha256:90cd329e59fea35f6e1858d366182c7d5b1827ea12c8423681ec836060fcecd5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.934649Z digest=sha256:eec769cdc4e437904b8cefcc8c26cab1e772e84db816ef5ac679512b4f57b41b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.937988Z digest=sha256:46b23b60e947200c6f79e9e967658390d423f5f66e8f6e0f9661b19d461c85ce

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.940809Z digest=sha256:336a36097ae5f2a7d4bb3ad5db26719f206eea31db9875ba3097df674d9d4f10

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.943859Z digest=sha256:bb38f30962661018788563250de952242381d02cce28467a5f111260a42b9bdd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.946962Z digest=sha256:dcd02ee8b76363f584533e6914ddd49980313d51c559d785840863e3f05cc3b5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.951180Z digest=sha256:2305ef6fbc92ad59e7f49819ada5b3725b6bf8c6d8043c83416409206ca4d92b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.954416Z digest=sha256:7124195c54b7b7e84898500840a9a115f226405c87690bba84c9a713da00b99c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.957287Z digest=sha256:6dc5eb53fed50abfa9866106ba05a376e1fe017a880b25ae930078c353ef972c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.960396Z digest=sha256:c53fd6df9d8f7bfda6d4c70b72b51bce01c3627e0936020068b08784ebcaf643

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T14:46:27.963353Z digest=sha256:fd46d5e21e9716c63d1f6e0232991e424114170523574ab900cb9426a115ad8f

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:db73da214724b19b2fa39dfd798b9787c44cc0a77b1079b9fd4be74c5369d01c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-27T00:15:11.419497Z digest=sha256:794b59e446311a24dc8f256be328b28bfaed3bac6c1c1451ad717986c66387f7

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-26T12:02:14.680564Z digest=sha256:4bb9943ce6fbcbaa329d50d644a710cf9407131a1039bb97b3510bdba0518c29