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Paper Citation Record · LEDGER

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

As of 14 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 5 inbound Pith citation observations for arXiv:2603.11838.

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

pith.paper-citation-record.v1
2603.11838 v2

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T18:23:40.128453Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:31:04.415388Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T02:58:33.872568Z

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ca04653-d387-481d-beb4-660c62a53f45 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Instruction-Following Evaluation for Large Language Models

Reference 5

Resolution
malformed identifier
no resolver link, observed 2026-08-02T18:23:40.128453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:40.128453Z digest=sha256:3c5640b06e98c057095cea22144bf72b1cdda48762d9631c0c909785ec3a7bcb

Observation be9090d8-5b47-43df-bc89-604f2c146bcb · outbound

This paper cites Measuring Massive Multitask Language Understanding.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Measuring Massive Multitask Language Understanding

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-02T18:23:40.122997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:40.122997Z digest=sha256:6ba7dffc62ca04ed04443e1c8d7d87fcfc196af57a19d9c3f9661a8cb5df6164

Observation 63ea23e8-f981-4141-80b9-8f5744c30ee2 · outbound

This paper cites Surveying Generative AI's Economic Expectations.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Surveying Generative AI's Economic Expectations

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-02T18:23:04.518002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:04.518002Z digest=sha256:b619d5ed3fa26771407b1dfa4ad883736723f3c508b36f24877de58bec354299

Observation eb2493de-d064-4175-960f-44b5d8556031 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-02T18:23:40.110948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:40.110948Z digest=sha256:0d219d60d8b5dccf8cc4664970c1097e59c24e173b94acc83c7e28044a9c1d96

Observation 523ed07f-8d4f-434e-9272-3ed299c20791 · outbound

This paper cites Chronologically Consistent Large Language Models.

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining Chronologically Consistent Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-02T18:23:40.116941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:23:40.116941Z digest=sha256:73244ce935ee4f38bf6b55b11fcc5690c274f6a8ab67fd28cd348a7fdd08bede

Pith citing papers

Observation 5c0beced-4bc5-4fef-9b7c-175e4cdee66c · inbound

Debiasing LLMs by Fine-tuning cites this paper.

Debiasing LLMs by Fine-tuning DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-24T02:23:53.549188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-13T18:35:23.318841Z digest=sha256:7e6389852f8abaa75cc037b33a192d3cbcb89940d239462a79ddf810ec4562f8

Observation 2abe329d-8ed2-4bfb-b7f1-7112528735be · inbound

Monetary Policy in the Media Spotlight: Sentiments, Signals, and Economic Impact cites this paper.

Monetary Policy in the Media Spotlight: Sentiments, Signals, and Economic Impact DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 192

Resolution
verified exact
arxiv_id, observed 2026-07-24T02:23:53.549188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-05-15T02:58:27.599800Z digest=sha256:634a534af8e3e6ba56a7f867e8aff848d3ba97f2972d16b487363d08dcb25fe1

Observation 9e99ce94-e893-4a5a-9221-65c1ac332435 · inbound

Scaling Point-in-Time Language Models cites this paper.

Scaling Point-in-Time Language Models DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T15:39:40.479528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T15:39:40.479528Z digest=sha256:1150ad6968218c8c9b9e4ed07724dfdac7cbf8f6d6e66a85907b455d7e4bea11

Observation 8b520155-9424-4fd1-a87a-614b65b2b86c · inbound

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks cites this paper.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T14:11:09.527469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:11:09.527469Z digest=sha256:6b6d911238abb79a312ebaca2d22b2e93ddb2585a0a8c7ee17d548ca7c508acf

Observation b6d5b39f-7720-483f-a62c-bd18e18337aa · inbound

Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores cites this paper.

Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T04:31:04.415388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:31:04.415388Z digest=sha256:a4fd3207ec33f4fe2fe7f0658420231add42fc34a2a2840e3a53918ce5944e30