Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:17:48.500610Z
Paper Citation Record · LEDGER
Understanding the learned look-ahead behavior of chess neural networks
As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2505.21552.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
15 of 15 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 85d67faf-cc82-4896-8348-c495a8727f99 · outbound
This paper cites Nonetheless, the contribution of L12H12 is relatively limited.
Understanding the learned look-ahead behavior of chess neural networks Nonetheless, the contribution of L12H12 is relatively limited
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:17:49.013380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68858d91-d8b5-4053-a3e9-920c2443b285 · outbound
This paper cites • The puzzle’s PV must not be a checkmate.
Understanding the learned look-ahead behavior of chess neural networks • The puzzle’s PV must not be a checkmate
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:17:49.219060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b8cc274-5fd7-40ae-a832-e9da98b70ea9 · outbound
This paper cites Reasoning with Language Model is Planning with World Model.
Understanding the learned look-ahead behavior of chess neural networks Reasoning with Language Model is Planning with World Model
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:47.512946Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a77d74c-71d7-4a15-b31b-088582fde4c2 · outbound
This paper cites Designing and interpreting probes with control tasks.
Understanding the learned look-ahead behavior of chess neural networks Designing and interpreting probes with control tasks
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:17:49.621271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc192d4b-c79b-4d19-b930-07014592f85c · outbound
This paper cites Emergent Linear Representations in World Models of Self-Supervised Sequence Models.
Understanding the learned look-ahead behavior of chess neural networks Emergent Linear Representations in World Models of Self-Supervised Sequence Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:47.799785Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d5b22ad-cb99-49d7-8912-5c34e574aeb9 · outbound
This paper cites Future Lens: Anticipating Subsequent Tokens from a Single Hidden State.
Understanding the learned look-ahead behavior of chess neural networks Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:47.919056Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32807e80-f610-4dc5-aae3-18492a16147f · outbound
This paper cites Amortized Planning with Large-Scale Transformers: A Case Study on Chess.
Understanding the learned look-ahead behavior of chess neural networks Amortized Planning with Large-Scale Transformers: A Case Study on Chess
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:48.001162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 825a7a4c-fa73-444c-88f3-2f18a4b592bc · outbound
This paper cites ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models.
Understanding the learned look-ahead behavior of chess neural networks ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:48.172808Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4f68c85-d20a-4d0d-aa16-df02c0f75358 · outbound
This paper cites Do language models plan ahead for future tokens?.
Understanding the learned look-ahead behavior of chess neural networks Do language models plan ahead for future tokens?
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:48.246055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fac5dfd1-b747-44d4-8566-d1373956af8e · outbound
This paper cites Corrupted.
Understanding the learned look-ahead behavior of chess neural networks Corrupted
Reference 112
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:17:49.433942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5017c3a6-e926-4217-b057-3190eae5e1a4 · outbound
This paper cites Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning.
Understanding the learned look-ahead behavior of chess neural networks Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:48.094636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 181d07f1-3637-48f5-890e-75057f40a969 · outbound
This paper cites Dissecting Recall of Factual Associations in Auto-Regressive Language Models.
Understanding the learned look-ahead behavior of chess neural networks Dissecting Recall of Factual Associations in Auto-Regressive Language Models
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:47.357345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bc85b35-2c69-4439-b621-7260c1795161 · outbound
This paper cites The Hydra Effect: Emergent Self-repair in Language Model Computations.
Understanding the learned look-ahead behavior of chess neural networks The Hydra Effect: Emergent Self-repair in Language Model Computations
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:47.703476Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c3aee70-7e65-4b93-aa95-46e43127fa63 · outbound
This paper cites Finding Neurons in a Haystack: Case Studies with Sparse Probing.
Understanding the learned look-ahead behavior of chess neural networks Finding Neurons in a Haystack: Case Studies with Sparse Probing
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:17:47.434967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0620cd97-3010-47c3-b267-c287489895d4 · outbound
This paper cites Representation Matters for Mastering Chess: Improved Feature Representation in AlphaZero Outperforms Switching to Transformers.
Understanding the learned look-ahead behavior of chess neural networks Representation Matters for Mastering Chess: Improved Feature Representation in AlphaZero Outperforms Switching to Transformers
Reference 2024
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T14:17:48.858441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.