Paper Citation Record · LEDGER

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning

As of 7 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2507.16784.

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

pith.paper-citation-record.v1
2507.16784 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:06:18.597124Z

measured 14 of 14 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:54:35.243227Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact1
verified fuzzy3
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 56c1037d-23a4-40ba-a064-6300020c2d74 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.571273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3016eef6-a4d5-4e6b-b1e0-73761dc30f34 · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.574191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46407fdc-dc32-4b2e-8d2a-f1dde55f3551 · outbound

This paper cites Morgan, Hongyin Luo, and James R.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning Morgan, Hongyin Luo, and James R

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:06:18.714208Z

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 0b0e73f8-5a8c-48a6-af68-9efff747f65f · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning HybridFlow: A Flexible and Efficient RLHF Framework

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.585460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bb87d2a-e2ba-450b-a4cf-2e4a22f12a2c · outbound

This paper cites Efficient Guided Generation for Large Language Models.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning Efficient Guided Generation for Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.591437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4c87577-580e-4b8c-8de1-95e6b44fceb3 · outbound

This paper cites Natural language embedded programs for hybrid language symbolic reasoning.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning Natural language embedded programs for hybrid language symbolic reasoning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:06:18.705494Z

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 234aced9-f810-45dc-9c58-f37bde88c042 · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.597124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47cdd2ef-df3b-4188-b5da-380e06d074bc · outbound

This paper cites Language models are few-shot learners.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning Language models are few-shot learners

Reference 2003

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.565396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d034cd4b-c2be-4c45-a573-1555235ad47d · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.588483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8663d18-6cd2-4644-9323-5a89cec3caa8 · outbound

This paper cites Effective approaches to attention- based neural machine translation.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning Effective approaches to attention- based neural machine translation

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:06:18.722563Z

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 4f924efb-2991-47fa-834b-8555e86ed909 · outbound

This paper cites Data Commons.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning Data Commons

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:06:18.685303Z

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 8c902601-08a0-4ea1-9a35-bd7db48dc65d · outbound

This paper cites Qwen Technical Report.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning Qwen Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.561737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10209851-0e72-42af-851e-0612f9f73ca7 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T15:06:18.582764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f7eb6962-e7f4-42f5-a504-45952de2e739 · inbound

ThinkReset: Learnable Intermediate Interface Construction for Bounded-Context Long-Horizon Reasoning cites this paper.

ThinkReset: Learnable Intermediate Interface Construction for Bounded-Context Long-Horizon Reasoning Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T00:54:35.243227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.