Paper Citation Record · LEDGER

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL

As of 5 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2606.12941.

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

pith.paper-citation-record.v1
2606.12941 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T06:42:15.561155Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8929eb05-784a-4c28-81d0-e3f4d189dde8 · outbound

This paper cites an unresolved cited work.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d4ecb95-b5b9-4019-b7b9-2de3bea7230d · outbound

This paper cites 2025 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2025 , eprint=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54c02a95-0216-4042-a386-8eae99839e67 · outbound

This paper cites 2021 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2021 , eprint=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c4120c4-8fd1-4e15-ab40-59910d74dc8b · outbound

This paper cites NeurIPS , year=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL NeurIPS , year=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2898c7cc-d711-4ca7-ab62-b6e25f7b6f16 · outbound

This paper cites Let's Verify Step by Step.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL Let's Verify Step by Step

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T15:08:32.899348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e6a5bd03-7d9c-42a4-a27e-12a12086b9ea · outbound

This paper cites 2024 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2024 , eprint=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b33b6aaf-f58d-4b09-b9a6-559c9a295463 · outbound

This paper cites 2023 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2023 , eprint=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bb30a15-2fdd-4482-b644-f2a0dcc5f28c · outbound

This paper cites 2020 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2020 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7959898-60ca-4eeb-bcbe-bde764e6ee53 · outbound

This paper cites 2018 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2018 , eprint=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea644cda-43a3-4c86-b779-1a8f6147d8a8 · outbound

This paper cites 2021 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2021 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca42898-6df2-4741-bd2d-b9be8126fb10 · outbound

This paper cites 2017 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2017 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d3a4d30-1004-49ca-9fca-f88bf8696b1b · outbound

This paper cites 2025 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2025 , eprint=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0d39c70-f3cd-4155-9c4a-9693ba9ad07d · outbound

This paper cites 2023 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2023 , eprint=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19437054-08d7-41cc-9c21-fcabd72d61d6 · outbound

This paper cites 2024 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2024 , eprint=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc58a4ed-f973-4f0e-963d-996b1b7213d0 · outbound

This paper cites 2026 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2026 , eprint=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a6d2a1-2a5e-498d-9b34-346ade4e78a8 · outbound

This paper cites 2025 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2025 , eprint=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afb0925-48c1-4b0e-bbe8-7d0e0719beff · outbound

This paper cites 2025 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2025 , eprint=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd41734a-70b9-42c3-b8cd-698505685331 · outbound

This paper cites 2021 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2021 , eprint=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ca1971b-6189-433a-b7c5-ca3bea664b93 · outbound

This paper cites 2024 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2024 , eprint=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e252602-8274-4353-a36a-351fe8c126c5 · outbound

This paper cites 2025 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2025 , eprint=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dd49105-ef78-4d63-ad6a-ce2deb4eecd5 · outbound

This paper cites 2025 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2025 , eprint=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e39a9096-6a09-4198-bf7b-b19f9d5a0a5d · outbound

This paper cites 2023 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2023 , eprint=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0fa9e6f-1c76-46b1-805d-f0a95be76ff4 · outbound

This paper cites Hybridflow: A flexible and efficient rlhf framework.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL Hybridflow: A flexible and efficient rlhf framework

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T07:10:41.768275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e23ab820-04cd-4f04-bf2b-406217c57c1f · outbound

This paper cites 2016 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2016 , eprint=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47f79763-7058-4280-b792-8cd8d5f37543 · outbound

This paper cites 2024 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2024 , eprint=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba6ee37-153d-40f6-8056-ffc8eeb880fc · outbound

This paper cites 2025 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2025 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b987f1-73b4-4532-9d3d-9c75d04a7c6d · outbound

This paper cites 2017 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2017 , eprint=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f1c6825-03a9-4b5c-bbca-05453a1b1ce0 · outbound

This paper cites 2024 , eprint=.

Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL 2024 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T06:42:15.561155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.