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Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 46 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 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 46 of 46 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:41:49.654054Z

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

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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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T02:46:26.957539Z digest=sha256:e04dfc74e64560e6df687847dfda5ec8a07a9ae7132cfee4383df5ea9f3f0b15

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

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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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-10T17:34:42.565806Z digest=sha256:a152f826564a4ec07b89fe4c82b1daec99e0208747ad499415c2555454b10ada

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-24T01:17:26.111194Z digest=sha256:77e5f420b09a7dbaf9651ee86354d5ccd212a46c81329da9d1d54b57e913b193

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-18T12:06:09.047780Z digest=sha256:b12aeb39a1272a553346d006756ebc1c186d43329f73f56399132bf1ab541cc1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T01:42:54.279353Z digest=sha256:f840c19a383d031f98e854255329d2143d1081dd74aec5f7e199d5306751ec7a

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.

source=arxiv_source observed=2026-08-06T22:41:49.654054Z digest=sha256:cc6f15067924691ff7bfc426a2ee0d203a3e50df30c3e2a361c49eb81cefb289

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.

source=arxiv_source observed=2026-08-06T22:30:28.715765Z digest=sha256:435213a181abf1038ef436a75618e9d81020fdafbb2dd6ed35ff01581c5aca80

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.

source=pdf_text observed=2026-08-06T21:25:08.462817Z digest=sha256:faa3e7eae89ac293bc0cee7afbb95840a6fa2f094afc4b01fed95d39dd427960

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.

source=pdf_text observed=2026-08-06T20:42:39.392847Z digest=sha256:0fd2d294e8db28a109cf0f7fbe9c0d43fbac4bd3ef9336b18b23b61e2ad4bde9

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.010924Z digest=sha256:f5152866a09e59c968d58ce28bb6139300c19d2bd8ad576090e619d5ed37d2e9

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.

source=pdf_text observed=2026-08-06T18:00:51.654377Z digest=sha256:a20465f0092ca99219a664b864db9e163821969bc861211882b309230f9898bd

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.

source=pdf_text observed=2026-08-04T20:05:31.239498Z digest=sha256:b3eb910961beeb5e767d15cdcdd8cb64302b343b79d6d2426d15330ec27696c6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T07:21:54.004830Z digest=sha256:1e3faef806037bdfcaa3db429f0e2bc6f04da325c4045047dd8dbd16a0c2acd7

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.

source=pdf_text observed=2026-08-04T10:36:29.405407Z digest=sha256:00424a4faaef33b8613f6469d05c3c7f3205a4ecbd0d997a52cc81ccefa4a896

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.

source=arxiv_source observed=2026-08-03T23:27:34.849297Z digest=sha256:2bfb8e8420a13a83909f941dffcb1d3e5d4f00f08bacfdabb46897e94b14127d

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.

source=pdf_text observed=2026-08-04T06:48:05.686006Z digest=sha256:95adfbd39a2610897c7734b734b04ae4bbd07af7b279f8344d44cabac1b4b8a3

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.

source=pdf_text observed=2026-08-03T18:33:01.273226Z digest=sha256:93b1b778dc1eeca41a17a5df229768f2e68cb2127caf14bd90421655a6dbad40

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.

source=pdf_text observed=2026-08-03T18:15:38.522072Z digest=sha256:a7546f50f0181c56777abdcce4f80be1f5b5fa226370877b9c9b1807f5af553b

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.

source=pdf_text observed=2026-08-03T13:01:57.414319Z digest=sha256:57741400dc5c1a1ef12da4db53601ecd0aaf8c23c30b74076d06c82ee783d0ad

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.

source=pdf_text observed=2026-08-04T06:36:33.769963Z digest=sha256:c319a748d5aafb7a28bb9a77a6196cc502eb65a30a29cf198fecfc8b428472d5

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.

source=pdf_text observed=2026-08-03T07:01:22.832311Z digest=sha256:43a83a884fdf5b670c0537a654d638dbec2754153097dcf94bf22feb09d14c75

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.

source=pdf_text observed=2026-08-03T05:27:43.394417Z digest=sha256:87cc7a6e72223b9c3b6040e2670edbb96d87cbd19b721e5c7521d54fd79925d5

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.

source=pdf_text observed=2026-08-03T04:43:40.546152Z digest=sha256:770135867e952f34934de8ad4bdee268281803be830f532a5793526194ef2da2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-15T11:20:35.360399Z digest=sha256:0610852fe9f4d24c0c0dc910616c72adda470934a73394f8ad6c2278a086e8ad

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-14T00:18:14.010081Z digest=sha256:2846469f06e0d461a05e5e945cb46fc580f3643f4fcd4a0c911a60925a64ac01

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-08T18:53:18.586923Z digest=sha256:3c1cdc6a55c8dc6b8a89b809fb38796ba3bf512b24af58edc60ec8219da44802

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-08T10:04:09.646578Z digest=sha256:97fdc4645e59fe3deff54f9f03dd70eb20f9869a9143a8596666c9320982598c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-12T02:02:06.788056Z digest=sha256:1e08d7ed1fd9a8e2c80639929c7da8867c608e76e9e9ffe719d9a68b9e79029a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-15T03:17:23.202604Z digest=sha256:4820de80eae734e590cea24a54b601b4b926466ea787d1e3f1b9127766eb001b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-21T08:36:31.022046Z digest=sha256:2362d3df3f55661803de0f1117f2d2365220af976b11c99dbdca186cd736590b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-28T23:33:40.937370Z digest=sha256:372e37120cc9cf92ceabc965ef8e5214c306aaa3ddd3229eec5aa01604c939e8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-28T16:13:14.653064Z digest=sha256:5352a76ecde4d3c73ecc8dff5b7f551657e5839dceb0347594819684bd2ada75

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-28T14:51:06.448678Z digest=sha256:01dc818cf701f2197835ee41163d6c3cc7f908281165dc0ca11c04048ae7fef3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T07:52:52.782770Z digest=sha256:50a81ee32b5c8c78f5f4fa09a9288a6b858338b82c75a49d864d2417298a9d83

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-27T09:44:38.871250Z digest=sha256:6b6737d970962a03897de206e9b7e1b4bbcbfe4c8ce41636bbe2d358ae6de9a0

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-27T09:50:24.891865Z digest=sha256:a4dd8623d628a67ab29f911c28de41a62ab1ffb6d885eb93ff8709cadc9e04d0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T18:22:56.676469Z digest=sha256:ebff3144c4c68e8845295c0d298b8b3ab0276ddcf4788dddcaa861b755786dc6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-29T13:27:45.796650Z digest=sha256:a691771254342acdc5da0a22163c8fff449340fcc60c2640613ed016f3fbf6a6

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-26T04:52:16.106374Z digest=sha256:f149a8a63d7aa9c906abc8baa0a2639126426c9a7990244dd4eac3afde6f43bf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-02T13:46:59.407102Z digest=sha256:31e6e18747382e0b04444523f5e848b08f161d7edd4a157fab850b12181c0ae5

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.

source=pdf_text observed=2026-08-02T09:18:42.863428Z digest=sha256:35b1619faf22c6e099b559b91a657d55d78968b98868f1161c6e1ba65bc6df1b

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.

source=pdf_text observed=2026-07-14T07:36:43.499258Z digest=sha256:21d9d5d5229efe5058d2baa5c7f1d939c95fb25bb1e4c10f7516cfd5d4cadfbe

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.

source=pdf_text observed=2026-08-02T14:50:09.343338Z digest=sha256:1e2838037f609f4cc70b75bfcbf16b2471ef890e8821d974941fff0a1d4ecf64

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T20:54:17.350872Z digest=sha256:ed8ef15359ec25c408cbfe290611cac69dad3ba95b5bf10814bb6e17dafe96ec

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:27:15.657386Z digest=sha256:87311bd65c5a8984e66b02654f7a61c667dcfe016d75d7b7ab769e06c916769a

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T07:46:07.139351Z digest=sha256:2c93ea30df4584329547b9d31bb6d0ab25c0c07f6174db56d460d6eceabab7b8