Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T11:38:34.629928Z
Paper Citation Record · LEDGER
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models
As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.07261.
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 2026-08-17T06:30:58.91139+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
14 of 14 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d14852e5-338b-4469-b7a5-4cfbaa0e91e1 · outbound
This paper cites an unresolved cited work.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T11:38:35.273516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8a74c1e8-f475-491f-91bd-e69699878d56 · outbound
This paper cites an unresolved cited work.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T11:38:35.256774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1c4de3c1-d959-410e-a4cf-1f0c70d68b88 · outbound
This paper cites an unresolved cited work.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T11:38:35.240481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bed8637e-3eee-4548-a1e6-d7ada862ea70 · outbound
This paper cites Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T11:38:34.581649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16d29be9-f085-44a5-9baa-9fa98128b34d · outbound
This paper cites Improve Mathematical Reasoning in Language Models by Automated Process Supervision.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Improve Mathematical Reasoning in Language Models by Automated Process Supervision
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T11:38:34.586747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c38bae10-6769-4b6a-a413-6879d7b57b6e · outbound
This paper cites Jiaran Ye, Zijun Yao, Zhidian Huang, Liangming Pan, Jinxin Liu, Yushi Bai, Amy Xin, Liu Weichuan, Xi- aoyin Che, Lei Hou, and 1 others.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Jiaran Ye, Zijun Yao, Zhidian Huang, Liangming Pan, Jinxin Liu, Yushi Bai, Amy Xin, Liu Weichuan, Xi- aoyin Che, Lei Hou, and 1 others
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T11:38:34.592284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b99b62d8-c2a0-4ceb-89c2-feeaa02169d5 · outbound
This paper cites Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T11:38:34.597470Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b507a87e-3f1d-4272-aa24-dea379873a0b · outbound
This paper cites an unresolved cited work.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T11:38:35.225940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 523e7a16-3abb-4fe7-8128-e2732f6ccfd6 · outbound
This paper cites This experiment enables us to investigate how local graph structure influences the formation of entity representations.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models This experiment enables us to investigate how local graph structure influences the formation of entity representations
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T11:38:35.210262Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 328a3f6f-a6d2-43b2-b216-61d8aabffa8f · outbound
This paper cites For this experiment, we directly use the model after 3,500,000 optimization steps of standard training.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models For this experiment, we directly use the model after 3,500,000 optimization steps of standard training
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T11:38:35.159539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7d24ad1c-349e-4b18-893c-3f786ef1bd4d · outbound
This paper cites an unresolved cited work.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T11:38:35.016741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation af87762b-e207-4b10-a110-b2a01b2da9e2 · outbound
This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T11:38:34.576529Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeafa6c4-8bab-43c1-bbb5-84273932774a · outbound
This paper cites Taken out of context: On measuring situational awareness in LLMs.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Taken out of context: On measuring situational awareness in LLMs
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T11:38:34.571448Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da51ac9c-b597-4491-ae83-e152fc80d67b · outbound
This paper cites Evolution of SAE Features Across Layers in LLMs.
Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models Evolution of SAE Features Across Layers in LLMs
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T11:38:34.565960Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.