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Paper Citation Record · LEDGER

Simulation as Reality? The Effectiveness of LLM-Generated Data in Open-ended Question Assessment

As of 10 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 1 inbound Pith citation observation for arXiv:2502.06371.

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

pith.paper-citation-record.v1
2502.06371 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:42:34.589952Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:55:23.789104Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:55:23.889153Z

Reference resolution

6 of 6 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac8a27cf-00d1-422a-b3ac-655378232fb2 · outbound

This paper cites Why is Paris the most memorable place you have ever visited?.

Simulation as Reality? The Effectiveness of LLM-Generated Data in Open-ended Question Assessment Why is Paris the most memorable place you have ever visited?

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:42:34.731787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T15:42:34.571396Z digest=sha256:82ac414c6ee2b9ebca878b8c92608a7730042702fdde7fca93b6a8ada70ddde4

Observation 35f785e3-f309-4331-ad8f-b349bbd6a753 · outbound

This paper cites Applications and Rules.

Simulation as Reality? The Effectiveness of LLM-Generated Data in Open-ended Question Assessment Applications and Rules

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:42:34.705491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T15:42:34.582582Z digest=sha256:b4445735254a27b17f1225406bb96d03243884655ac939685fb0aa0c8a0c8710

Observation 52427727-180c-4e36-871c-dc157d1ac8be · outbound

This paper cites In Phase I, our primary objective is to implement an open-ended automated evaluation agent using generated synthetic data.

Simulation as Reality? The Effectiveness of LLM-Generated Data in Open-ended Question Assessment In Phase I, our primary objective is to implement an open-ended automated evaluation agent using generated synthetic data

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:42:34.723563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T15:42:34.576217Z digest=sha256:ba0c25acbd86b4ef190edacb5fe1481a149063347fb693aafcb86e2fcf71154b

Observation 1aee9722-1f9d-448b-9634-6a7e4dcb9ea9 · outbound

This paper cites In the Data Preprocessing stage, datasets from open-ended questions, Wikipedia, and WikiSTEM are cleaned and formatted to ensure consistency and quality.

Simulation as Reality? The Effectiveness of LLM-Generated Data in Open-ended Question Assessment In the Data Preprocessing stage, datasets from open-ended questions, Wikipedia, and WikiSTEM are cleaned and formatted to ensure consistency and quality

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T15:42:34.715235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T15:42:34.579275Z digest=sha256:6ecfc926066afbcdb60a7103632e487fb047c9a949280744767a9e2bb6652fbf

Observation a7328bec-8a9f-4c31-952d-bc1cde96693c · outbound

This paper cites The End of History.

Simulation as Reality? The Effectiveness of LLM-Generated Data in Open-ended Question Assessment The End of History

Reference 514

Resolution
metadata mismatch
raw_fallback, observed 2026-08-08T15:42:34.688353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T15:42:34.589952Z digest=sha256:da4160e46576615aab6d6e94101feccc20f021bdb6672b77688e95b3cdcb21d0

Observation 58838a48-47e7-4278-b0f9-65a50caca10f · outbound

This paper cites Don't Decay the Learning Rate, Increase the Batch Size.

Simulation as Reality? The Effectiveness of LLM-Generated Data in Open-ended Question Assessment Don't Decay the Learning Rate, Increase the Batch Size

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-08T15:42:34.586481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:42:34.586481Z digest=sha256:254713707f670649f6515cabd497444a43a1403f3b44e1cb8204d92bb96bd3a4

Pith citing papers

Observation e55da766-29d3-429b-829d-06befce89e9d · inbound

GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs cites this paper.

GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs Simulation as Reality? The Effectiveness of LLM-Generated Data in Open-ended Question Assessment

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:55:23.899220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T11:55:23.789104Z digest=sha256:244376a258c21eeb8a7d76a2e90e96eb427ffb4c7d241333ec430334e6e61f8c