Paper Citation Record · LEDGER

An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study

As of 8 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 3 inbound Pith citation observations for arXiv:2508.07778.

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

pith.paper-citation-record.v1
2508.07778 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:55:52.962615Z

measured 9 of 9 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:25:34.129701Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

6 of 6 outbound references displayed

verified exact0
verified fuzzy5
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6540baf9-677a-47db-b4cc-8708609bc57f · outbound

This paper cites Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation,.

An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:55:54.461181Z

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 1f083efa-3f3f-46a8-842b-f600063617dd · outbound

This paper cites On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration,.

An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:55:54.354325Z

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 2677449c-c846-4fed-9a1e-2cf3caf97bde · outbound

This paper cites Moment: A Family of Open Time-Series Foundation Models,.

An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study Moment: A Family of Open Time-Series Foundation Models,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:55:54.057485Z

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 a7e0af82-da46-4113-a324-1742d0b6e395 · outbound

This paper cites Toward a Foundation Model for Time Series Data,.

An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study Toward a Foundation Model for Time Series Data,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:55:53.830491Z

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 058b79d5-c937-4a21-a551-c2e003664c6a · outbound

This paper cites O-RAN End-to-End Test Specification,.

An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study O-RAN End-to-End Test Specification,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T21:55:52.882452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a13878-dfed-44e0-a908-9b9fa6a348ef · outbound

This paper cites Learning Low-Dimensional Representation for O-RAN Testing via Transformer-ESN,.

An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study Learning Low-Dimensional Representation for O-RAN Testing via Transformer-ESN,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:55:53.315526Z

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.

Pith citing papers

Observation 0c3523da-0f8a-4a92-9f5c-f8938b735b60 · inbound

Rivaling Transformers: Multi-Scale Structured State-Space Mixtures for Agentic 6G O-RAN cites this paper.

Rivaling Transformers: Multi-Scale Structured State-Space Mixtures for Agentic 6G O-RAN An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T11:25:34.129701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e44748c-169b-4a31-80af-0a9ea8345d38 · inbound

Agentic World Modeling for 6G: Near-Real-Time Generative State-Space Reasoning cites this paper.

Agentic World Modeling for 6G: Near-Real-Time Generative State-Space Reasoning An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T00:10:26.498793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66d47972-c0eb-425d-8115-23cdd3a8557a · inbound

LiQSS: Post-Transformer Linear Quantum-Inspired State-Space Tensor Networks for Real-Time 6G cites this paper.

LiQSS: Post-Transformer Linear Quantum-Inspired State-Space Tensor Networks for Real-Time 6G An Experimental Reservoir-Augmented Foundation Model: 6G O-RAN Case Study

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T09:51:21.171066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.