Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.18867.

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

pith.paper-citation-record.v1
2607.18867 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:11:09.621630Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fc012af-c94f-4b25-88f4-cb4b8e3e3cd9 · outbound

This paper cites Look-Ahead-Bench: a standardized benchmark of look-ahead bias in point-in- time LLMs for finance.arXiv preprint arXiv:2601.13770,.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Look-Ahead-Bench: a standardized benchmark of look-ahead bias in point-in- time LLMs for finance.arXiv preprint arXiv:2601.13770,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.060809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e0c2be8-287d-45ef-bad0-0d4376f5c5ff · outbound

This paper cites Crane, Akhil Karra, and Paul E.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Crane, Akhil Karra, and Paul E

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.384295Z

Source-reported events for the cited work

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Observation b52f2067-7f30-41f7-b43a-93d9acdc4c1a · outbound

This paper cites Accuracy is Not All You Need.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Accuracy is Not All You Need

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.501659Z

Source-reported events for the cited work

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Observation c20a78d0-35a6-459a-b695-fa1ae6ad7078 · outbound

This paper cites Quantized but deceptive? A multi-dimensional truthfulness evaluation of quantized LLMs.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Quantized but deceptive? A multi-dimensional truthfulness evaluation of quantized LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.570202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cf375ff-4c82-4809-b00d-3f70caac7fc8 · outbound

This paper cites Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.660471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ce707ba-cd9d-46da-bbce-4ab59480bf7d · outbound

This paper cites Assessing Look-Ahead Bias in Stock Return Predictions Generated By GPT Sentiment Analysis.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Assessing Look-Ahead Bias in Stock Return Predictions Generated By GPT Sentiment Analysis

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.763498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a50fc8-4e32-4fd5-abfa-13ed2c24cc7d · outbound

This paper cites Evaluating Quantized Large Language Models.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Evaluating Quantized Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.947017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ac61275-aa59-4e43-a98d-faf89977943d · outbound

This paper cites Simulated ignorance fails: A systematic study of LLM behaviors on forecasting problems before model knowledge cutoff.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Simulated ignorance fails: A systematic study of LLM behaviors on forecasting problems before model knowledge cutoff

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:09.038853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad402403-6164-468c-8a1f-8e843a17f0a9 · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:09.149945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b40a1e-507f-4655-8657-45bed4c96385 · outbound

This paper cites The memorization problem: Can we trust LLMs’ economic forecasts?arXiv preprint arXiv:2504.14765,.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks The memorization problem: Can we trust LLMs’ economic forecasts?arXiv preprint arXiv:2504.14765,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:09.260386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a44acd4f-3841-489f-a40b-92fae6fdf841 · outbound

This paper cites A fast and effective solution to the problem of look-ahead bias in LLMs.arXiv preprint arXiv:2512.06607,.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks A fast and effective solution to the problem of look-ahead bias in LLMs.arXiv preprint arXiv:2512.06607,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:09.351333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 855d099e-3faf-416f-a02f-4e8499625226 · outbound

This paper cites Piotr Pęzik, Konrad Kaczyński, Maria Szymańska, Filip Żarnecki, Zuzanna Deckert, Jakub Kwiatkowski, and Wojciech Janowski.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Piotr Pęzik, Konrad Kaczyński, Maria Szymańska, Filip Żarnecki, Zuzanna Deckert, Jakub Kwiatkowski, and Wojciech Janowski

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-01T14:11:09.461805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining.

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.

Observation 7217eb12-62b1-4b9d-83a7-f77a7777861d · outbound

This paper cites From Knowing to Doing: A Memory-Controlled Benchmark for LLM Trading Agents on Stock Markets.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks From Knowing to Doing: A Memory-Controlled Benchmark for LLM Trading Agents on Stock Markets

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:09.621630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93dc34b1-6a49-4f4d-b33c-aae28e702dbf · outbound

This paper cites Chronologically Consistent Large Language Models.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Chronologically Consistent Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.863096Z

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Unavailable: canonical work link unavailable.

Observation 38b4e612-a41f-4358-adb1-37e129a9c60f · outbound

This paper cites Jeffrey Cheng, Marc Marone, Orion Weller, Dawn Lawrie, Daniel Khashabi, and Benjamin Van Durme.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Jeffrey Cheng, Marc Marone, Orion Weller, Dawn Lawrie, Daniel Khashabi, and Benjamin Van Durme

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.278154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d34508-f4d8-44e1-9588-329ff8f0f2cf · outbound

This paper cites Abhinav Dutta, Sanjeev Krishnan, Nipun Kwatra, and Ramachandran Ramjee.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Abhinav Dutta, Sanjeev Krishnan, Nipun Kwatra, and Ramachandran Ramjee

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.395003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cea71c6d-cdb0-4077-9f57-cc0a0ed2aceb · outbound

This paper cites Black-box access is insufficient for rigorous AI audits.

HindsightBench: A Black-Box Behavioral Audit Protocol for Parametric Hindsight in Time-Indexed LLM Decision Tasks Black-box access is insufficient for rigorous AI audits

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T14:11:08.208231Z

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Pith citing papers

No inbound Pith citation observations are available.