Paper Citation Record · LEDGER

The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 50 inbound Pith citation observations for arXiv:2309.12288.

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

pith.paper-citation-record.v1
2309.12288 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 50 of 50 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 50 of 50 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:13:37.955955Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:49:52.071036Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9bad2559-0fd7-4ed9-a0f2-b9371cff28a8 · inbound

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions cites this paper.

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:46:27.422330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ed4793f-89e4-4027-8276-3fc1a3c99d18 · inbound

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code cites this paper.

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-10T17:34:43.058868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 93783470-8c5b-4c34-af0a-0170234977a2 · inbound

Argumentative Large Language Models for Explainable and Contestable Claim Verification cites this paper.

Argumentative Large Language Models for Explainable and Contestable Claim Verification The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:18:42.158777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ba3e5e6-fdf1-4b39-917b-a70f64c28f27 · inbound

Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data cites this paper.

Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:06:09.149207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 96ee247f-0cdb-4672-923d-7995a7e671b0 · inbound

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents cites this paper.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.955955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ab1668-f757-4a0d-951d-d543e6f82cbf · inbound

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding cites this paper.

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T23:12:23.332402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd204bbf-ed1f-44a0-b3fc-4b57a16aa10e · inbound

Large Language Diffusion Models cites this paper.

Large Language Diffusion Models The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:42:55.042348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49940ce5-4f2a-4c83-9a6c-2e7a34eaf72f · inbound

SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis cites this paper.

SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T13:55:19.759830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83fed1bc-4803-45cd-ae98-ff2c68d4f35e · inbound

Quantifying Cross-Modality Memorization in Vision-Language Models cites this paper.

Quantifying Cross-Modality Memorization in Vision-Language Models The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:48.477387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2830fdf8-0a1a-4912-bd8b-4bc29ccd2563 · inbound

Can Gradient Descent Simulate Prompting? cites this paper.

Can Gradient Descent Simulate Prompting? The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:41:49.654054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da117aa1-2c46-4bef-ab57-ea86758a63f7 · inbound

Potemkin Understanding in Large Language Models cites this paper.

Potemkin Understanding in Large Language Models The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:30:28.715765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d53a82-4c0f-4e3f-8344-7b874d948f2f · inbound

Prompting as Scientific Inquiry cites this paper.

Prompting as Scientific Inquiry The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:08.462817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592547a4-5f3a-427d-b17d-0642769c8e5d · inbound

Energy-Based Transformers are Scalable Learners and Thinkers cites this paper.

Energy-Based Transformers are Scalable Learners and Thinkers The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 135

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:39.392847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b2926c-d015-4232-aeca-d826d050b55b · inbound

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding cites this paper.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:57:28.010924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cff18f5d-3676-41d1-9e20-d22d8d0d5311 · inbound

Adversarial Activation Patching: A Framework for Detecting and Mitigating Emergent Deception in Safety-Aligned Transformers cites this paper.

Adversarial Activation Patching: A Framework for Detecting and Mitigating Emergent Deception in Safety-Aligned Transformers The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T18:00:51.654377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e0e2c5-b319-4c07-a8b4-6654602032e0 · inbound

Noise or Nuance: An Investigation Into Useful Information and Filtering For LLM Driven AKBC cites this paper.

Noise or Nuance: An Investigation Into Useful Information and Filtering For LLM Driven AKBC The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T20:05:31.239498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a22e255f-9587-42a7-b707-af22d2ef30db · inbound

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs cites this paper.

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-18T07:22:27.838551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b1b5cfd-5391-4b55-b2b4-6d6f2f3ea3af · inbound

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs cites this paper.

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T10:36:29.405407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b484b8fb-eaa8-4714-9309-d5af887e126e · inbound

Reinforcement Learning Improves Traversal of Parametric Knowledge in LLMs cites this paper.

Reinforcement Learning Improves Traversal of Parametric Knowledge in LLMs The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T23:27:34.849297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1bef4d6-a454-4d97-a377-0dfec6362a2c · inbound

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models cites this paper.

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T06:48:05.686006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a931c584-3bd1-413b-b108-a2d07c48daed · inbound

The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail cites this paper.

The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T18:33:01.273226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1142ca8-61a9-4278-8237-4f230e6a2517 · inbound

Conflict-Aware Fusion: Mitigating Logic Inertia in Large Language Models via Structured Cognitive Priors cites this paper.

Conflict-Aware Fusion: Mitigating Logic Inertia in Large Language Models via Structured Cognitive Priors The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T18:15:38.522072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d3fe3af-2459-4379-b54b-72e356400110 · inbound

NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative Understanding cites this paper.

NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative Understanding The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T13:01:57.414319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 484fb40d-79ab-48fa-9a5d-272775ca7aac · inbound

NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative Understanding cites this paper.

NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative Understanding The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T06:36:33.769963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1f697d-44c4-42b2-aa77-2f9e3edbdd32 · inbound

Dynamics Reveals Structure: Challenging the Linear Propagation Assumption cites this paper.

Dynamics Reveals Structure: Challenging the Linear Propagation Assumption The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T07:01:22.832311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c27fccac-3c32-4d6a-b6d1-956966c60c38 · inbound

Breaking the Reversal Curse in Autoregressive Language Models via Identity Bridge cites this paper.

Breaking the Reversal Curse in Autoregressive Language Models via Identity Bridge The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T05:27:43.394417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4585857d-00d3-4dab-b0f0-e6087f4fe1d2 · inbound

DeFrame: Debiasing Large Language Models Against Framing Effects cites this paper.

DeFrame: Debiasing Large Language Models Against Framing Effects The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T04:43:40.546152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3cfa67-24c1-4a7f-a9e6-cb12af4a5dc0 · inbound

The Illusion of Latent Generalization: Bi-directionality and the Reversal Curse cites this paper.

The Illusion of Latent Generalization: Bi-directionality and the Reversal Curse The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T11:25:31.211373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9552b227-944a-4bde-9215-d2449c57d0e9 · inbound

Trace Mutation in Human-LLM Dialogue: The Transcript as Forensic and Mitigation Surface cites this paper.

Trace Mutation in Human-LLM Dialogue: The Transcript as Forensic and Mitigation Surface The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-14T00:18:29.540011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82e9e453-946a-490d-91af-23f7b2250ba5 · inbound

Measuring AI Reasoning: A Guide for Researchers cites this paper.

Measuring AI Reasoning: A Guide for Researchers The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:05:36.955328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5a61e16c-2bcf-45d9-9db3-93f7f50990c7 · inbound

Continuous Latent Diffusion Language Model cites this paper.

Continuous Latent Diffusion Language Model The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:11:10.999433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bdfb9de0-5d44-4a55-993e-1976136e4ad8 · inbound

Absurd World: A Simple Yet Powerful Method to Absurdify the Real-world for Probing LLM Reasoning Capabilities cites this paper.

Absurd World: A Simple Yet Powerful Method to Absurdify the Real-world for Probing LLM Reasoning Capabilities The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:46:26.091513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a9bdaa7f-117c-4562-82d8-dd35d94f56bc · inbound

MeMo: Memory as a Model cites this paper.

MeMo: Memory as a Model The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:19:43.524262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 474ac78b-020e-45dc-9fd0-ca46545fdab7 · inbound

MeMo: Memory as a Model cites this paper.

MeMo: Memory as a Model The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:39:53.678311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0631eaa8-6eae-441f-9eba-16b0482e8b3a · inbound

Adaptive Order Policies for Masked Diffusion cites this paper.

Adaptive Order Policies for Masked Diffusion The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 108

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:42:49.861623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7b5bc34-6561-454e-ac63-327689c4ac80 · inbound

Can we trust LLM Self-Explanations for Entity Resolution? cites this paper.

Can we trust LLM Self-Explanations for Entity Resolution? The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:56:15.176765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7c5d4d3-2e63-4eac-90bb-4f9926c594cd · inbound

"I've Seen How This Goes": Characterizing Diversity via Progressive Conditional Surprise cites this paper.

"I've Seen How This Goes": Characterizing Diversity via Progressive Conditional Surprise The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:56:20.802966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56e527af-b858-4341-986f-277f1a7e401d · inbound

A Type Theory of Sense: Witnessed Choice in Stratified Semantic Spaces cites this paper.

A Type Theory of Sense: Witnessed Choice in Stratified Semantic Spaces The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:28:19.554478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a89da1e-0974-4a9b-816e-665e727a56c7 · inbound

MARD: Mirror-Augmented Reasoning Distillation for Mechanism-Level Drug-Drug Interaction Prediction cites this paper.

MARD: Mirror-Augmented Reasoning Distillation for Mechanism-Level Drug-Drug Interaction Prediction The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:58:03.280657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61ef041a-a66b-4f30-b65d-9699a7430103 · inbound

Normative Robustness as a Frontier for Non-Verifiable Reasoning in LLMs cites this paper.

Normative Robustness as a Frontier for Non-Verifiable Reasoning in LLMs The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:48:02.407153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 29502306-b4aa-4ada-b489-091682422c9d · inbound

Compositionality Emerges in a Narrow Depth-Connectivity Regime: Architecture Constraints and Solution Manifolds cites this paper.

Compositionality Emerges in a Narrow Depth-Connectivity Regime: Architecture Constraints and Solution Manifolds The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:09:29.826526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8cd2480-ca6d-4ba1-b082-519375bdb325 · inbound

Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM cites this paper.

Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:28.300992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 453347f8-a13c-44de-a1a4-0a8098ab5156 · inbound

Autoregressive Boltzmann Generators cites this paper.

Autoregressive Boltzmann Generators The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:49:52.072866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 30050dfc-3417-464f-ad71-d0fa4bf6508e · inbound

DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning cites this paper.

DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:56:59.363767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9f5bac06-603c-4a73-a84f-62cfdb4b4ff2 · inbound

DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning cites this paper.

DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T09:18:42.863428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91382add-44c8-446c-a53a-846ae7b48c79 · inbound

Can a Language Model Learn Facts Continually in Its Weights? cites this paper.

Can a Language Model Learn Facts Continually in Its Weights? The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T07:36:43.499258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e56ae322-37d8-47d9-936c-cc6398c735e9 · inbound

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL cites this paper.

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T14:50:09.343338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a839052b-71b9-43b5-8fa5-81c0c081cb54 · inbound

Hierarchical Domain Generalization cites this paper.

Hierarchical Domain Generalization The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 161

Resolution: unresolved; no resolver link, observed 2026-08-01T20:54:17.350872Z

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Observation 882df602-f6a3-42f3-a92c-dc9568b1befc · inbound

PlanE: Meta Planning of Data, Tuning, and Inference for Extractive-based LLMs cites this paper.

PlanE: Meta Planning of Data, Tuning, and Inference for Extractive-based LLMs The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T13:27:15.657386Z

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Observation d8abdc1e-ef50-41aa-afd2-cd77802ce641 · inbound

Emergent Misalignment Recruits a Pre-existing Persona Subspace cites this paper.

Emergent Misalignment Recruits a Pre-existing Persona Subspace The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T07:46:07.139351Z

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