Paper Citation Record · LEDGER

Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2406.12775.

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

pith.paper-citation-record.v1
2406.12775 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 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 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:36:15.592135Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:18:33.053237Z

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 43909569-01f2-4ce5-88e4-16543c5709d3 · inbound

Training Large Language Models to Reason in a Continuous Latent Space cites this paper.

Training Large Language Models to Reason in a Continuous Latent Space Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:29:05.543352Z

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 6fe42beb-8459-40a7-975e-68813c5bc3e7 · inbound

Efficient Reasoning with Hidden Thinking cites this paper.

Efficient Reasoning with Hidden Thinking Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:47:33.546242Z

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 11ffdafa-a40f-4fed-a7ec-2ff260d6f832 · inbound

Reasoning Can Hurt the Inductive Abilities of Large Language Models cites this paper.

Reasoning Can Hurt the Inductive Abilities of Large Language Models Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:36:15.592135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 059fe5ca-d2ce-4232-a913-d08c9063b25e · inbound

A Survey on Latent Reasoning cites this paper.

A Survey on Latent Reasoning Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:22.501065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b54a9154-5247-4838-be06-0485c8577ffc · inbound

AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling cites this paper.

AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:24:50.877965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17b50006-8404-4348-94bf-1bf341f6f26b · inbound

How Do Language Models Compose Functions? cites this paper.

How Do Language Models Compose Functions? Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-18T11:06:17.620665Z

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 c0d11b79-e966-400f-9ced-feeac5e24bb1 · inbound

The Power of Power Law: Asymmetry Enables Compositional Reasoning cites this paper.

The Power of Power Law: Asymmetry Enables Compositional Reasoning Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.332817Z

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 ed29d8a3-6734-45b1-b947-a59743ca606f · inbound

The Power of Power Law: Asymmetry Enables Compositional Reasoning cites this paper.

The Power of Power Law: Asymmetry Enables Compositional Reasoning Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T18:26:05.728364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c5edff-3b1c-4f46-9d48-5996e89df1a0 · inbound

NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning cites this paper.

NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:41:24.252283Z

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 6deea1d0-76ee-4eca-be71-efed7123d081 · inbound

Operadic consistency: a label-free signal for compositional reasoning failures in LLMs cites this paper.

Operadic consistency: a label-free signal for compositional reasoning failures in LLMs Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T15:18:33.055127Z

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 291fe4eb-da9e-40be-bfb2-f8570e600737 · 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 Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:56:59.369448Z

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 73087eed-886a-49ce-909c-ede8df1efceb · 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 Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T09:18:42.999873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.