Paper Citation Record · LEDGER

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2607.14952.

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

pith.paper-citation-record.v1
2607.14952 v3

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T00:41:45.486918Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ebc26ce8-ec5b-45bc-a24d-b4bfaad93505 · outbound

This paper cites an unresolved cited work.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.471985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 393dad79-4187-4c86-8589-eaaf4eb67cd8 · outbound

This paper cites an unresolved cited work.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.474460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ab028f0-ac0c-4984-adc5-6df6c33d5551 · outbound

This paper cites an unresolved cited work.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.476866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57dc6599-a673-428e-a97e-a24a0ce3f30f · outbound

This paper cites Hao Liu, Matei Zaharia, and Pieter Abbeel.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Hao Liu, Matei Zaharia, and Pieter Abbeel

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.465910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bca2a85-faad-47c5-b497-5c8b7165b04b · outbound

This paper cites an unresolved cited work.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.482082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5f67f25-3353-437b-b245-391ba43e66a8 · outbound

This paper cites an unresolved cited work.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.484602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 441a80f4-5fba-4ad9-b7e4-f568a7745def · outbound

This paper cites The sequence is monotonic in execution coverage, not in elapsed time.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget The sequence is monotonic in execution coverage, not in elapsed time

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.486918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3040dd7-1b20-4b4c-be6a-9e7ee685d875 · outbound

This paper cites an unresolved cited work.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.479163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00d01956-3547-4166-88a1-c427c5c4440e · outbound

This paper cites Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.468565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a31fe6a3-500d-467f-9f96-095c7d2e8fba · outbound

This paper cites Reducing Activation Recomputation in Large Transformer Models.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Reducing Activation Recomputation in Large Transformer Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.462772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 916eb1a3-a4e0-47bc-97d2-301bee26b052 · outbound

This paper cites URLhttps://aclanthology.org/2023.emnlp-main.298/.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget URLhttps://aclanthology.org/2023.emnlp-main.298/

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.455951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e602654-14e9-497d-ab0b-7d5d49199b30 · outbound

This paper cites ByteScale: Efficient Scaling of LLM Training with a 2048K Context Length on More Than 12,000 GPUs.

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget ByteScale: Efficient Scaling of LLM Training with a 2048K Context Length on More Than 12,000 GPUs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T00:41:45.459582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.