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Paper Citation Record · LEDGER

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering

As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2608.04148.

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

pith.paper-citation-record.v1
2608.04148 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:25:14.995409Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

17 of 17 outbound references displayed

  • verified exact1
  • verified fuzzy11
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2d75d3f9-cacd-4d2b-8b53-a6fcbc17a88a · outbound

This paper cites DPO-F+: Aligning Code Repair Feedback with Developers' Preferences.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering DPO-F+: Aligning Code Repair Feedback with Developers' Preferences

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T00:25:14.928203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:25:14.928203Z digest=sha256:26054c8d72bdeb2f8d6aed03011727cf2e399e583ce864e03e4f7855d95e9381

Observation af108375-71e8-443b-85e1-b38e0400c728 · outbound

This paper cites InInternational Conference on Applied In- formatics, 245–260.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering InInternational Conference on Applied In- formatics, 245–260

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.333409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.933618Z digest=sha256:762569d6fa6b76b8edecb79b8fddf9335d29e51e55f756a2eb4394101bc7bc1c

Observation 9ac34ba7-5871-49a5-a1a8-9cc8693df54d · outbound

This paper cites AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T00:25:14.943803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:25:14.943803Z digest=sha256:f390fb639acc0b170a8ee95429473e45cb55f83b29133039b9a5ac6fe9a50a86

Observation b1ec1a48-0862-420b-ad4d-f79150754518 · outbound

This paper cites InProceedings of the 2023 CHI conference on human factors in computing systems, 1–23.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering InProceedings of the 2023 CHI conference on human factors in computing systems, 1–23

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.289116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.953678Z digest=sha256:6ca0e34c4668e58e78c03808a7c0fefa07fa3f2a6a95eb2e7ea6c1ec7b49139e

Observation d9932393-231e-4c1f-b719-d09162387a46 · outbound

This paper cites an unresolved cited work.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-08T00:25:15.274369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.959107Z digest=sha256:d471f5a575aed6f05e596d21934626d432040c7f7208d3e2aad6815cfb1ab58a

Observation ae58c6bd-1c94-46e2-a151-57f104b07df2 · outbound

This paper cites Liu,D.;Fan,G.;andPan,L.2026.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering Liu,D.;Fan,G.;andPan,L.2026

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.258518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.963411Z digest=sha256:32e671d2b4aa22dffbc8cda2ab27c311effdb86cacd272355329105f06f2bf7b

Observation 563e0334-36e7-4663-92ee-fc63af50990a · outbound

This paper cites 2018.Towardhuman-in-the-loopcollaborationbetweensoft- ware engineers and machine learning algorithms.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering 2018.Towardhuman-in-the-loopcollaborationbetweensoft- ware engineers and machine learning algorithms

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.242624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.967881Z digest=sha256:2f0cf24d245f69ca82ed36f352d29b08183329b253ebcd542d6e9621290ff805

Observation c223a8a1-5983-47b6-8d08-c5e7dac60c2e · outbound

This paper cites Pirker, J.; Dengel, A.; Holly, M.; and Safikhani, S.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering Pirker, J.; Dengel, A.; Holly, M.; and Safikhani, S

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.227541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.972381Z digest=sha256:ed57d0e0f6301743b2edcc023b526a67a0750b4640014d1cb1d4ba3ea2ec96ba

Observation 6853218e-e7d8-43ae-bf06-e71c831f5bd6 · outbound

This paper cites InProceedings of the 62nd annual meeting of the association for computa- tional linguistics (volume 1: Long papers), 15174–15186.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering InProceedings of the 62nd annual meeting of the association for computa- tional linguistics (volume 1: Long papers), 15174–15186

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.195962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.981767Z digest=sha256:453324b7a9d5a26e6ea58d8982e9ac1307cd8bccaef8af2651bf34a0337656da

Observation 77f19415-0fec-4482-b7fd-7994bbfed7e1 · outbound

This paper cites In2025 IEEE/ACM 47th International ConferenceonSoftwareEngineering:SoftwareEngineering in Practice (ICSE-SEIP), 342–352.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering In2025 IEEE/ACM 47th International ConferenceonSoftwareEngineering:SoftwareEngineering in Practice (ICSE-SEIP), 342–352

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.180941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.990936Z digest=sha256:7ce849b3d145098eb2cbae1f5f6c1d8b7451747c218aa6878e732b895deb6394

Observation d3bfe2f6-57b6-4b89-ae12-1787baa933e9 · outbound

This paper cites A systematic review of research on large language models for computer programming education.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering A systematic review of research on large language models for computer programming education

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:25:15.039545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.995409Z digest=sha256:41e4f2c97de8d7fa457c95355ad063e64886e70a065540e477421153c545a9cf

Observation ae5e5a67-ad84-40af-a61e-c3dbbf5e3672 · outbound

This paper cites Kam, M.; Miller, C.; Wang, M.; Tidwell, A.; Lee, I.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering Kam, M.; Miller, C.; Wang, M.; Tidwell, A.; Lee, I

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.303585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.949081Z digest=sha256:64288825709e5d0715c01cdf405e16ad2143ae51a3579053e05f2ffadf832ebd

Observation cc7608df-15f4-47ab-b7c8-6c4586260c1e · outbound

This paper cites Springer.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering Springer

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-08T00:25:14.986366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:25:14.986366Z digest=sha256:bf2cd84a942fd8eefcbf8c6d7f4fd4a1a265ab6261dd8456c4925a73c43bcc56

Observation 2a0b89c8-4f3c-41db-a1a0-80d7e1e3f5f8 · outbound

This paper cites InProceedings of the 26th ACM symposium on virtual reality software and technology, 1–8.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering InProceedings of the 26th ACM symposium on virtual reality software and technology, 1–8

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.211915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.976978Z digest=sha256:fde9618ebd314b65cf55114d9e3f6e7054a4570d8ede6e806dc1785d56d64c61

Observation 416df803-3055-493e-8c33-7fdf062e8fbe · outbound

This paper cites Cassee,N.W.;Ravi,S.;Santos,I.;Steinmacher,I.;andSere- brenik,A.2025.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering Cassee,N.W.;Ravi,S.;Santos,I.;Steinmacher,I.;andSere- brenik,A.2025

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.348018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.915898Z digest=sha256:28b106c7e1e0134e2dd13fd44b2b739ab9634a2b8383109d35a908ef778ac97a

Observation 78b50868-48e1-4d9a-b271-7cf96826327c · outbound

This paper cites InInternational Conference on Learning Representations, volume 2024, 23247–23275.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering InInternational Conference on Learning Representations, volume 2024, 23247–23275

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:25:15.318182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T00:25:14.938758Z digest=sha256:86824a53a3f20d4de07327b4ed5bdc493a467f9542502afc84df0b0f61091c7d

Observation 041241f8-3389-4343-b152-53a4af8997d9 · outbound

This paper cites CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring and Feedback.

AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring and Feedback

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-08T00:25:14.922175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:25:14.922175Z digest=sha256:3cb287f2714293382c24d67b86295c1dc657e4234955b9e5e1f46c1a516ebcee

Pith citing papers

No inbound Pith citation observations are available.