Pith. sign in

Paper Citation Record · LEDGER

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning

As of 9 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.05571.

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

pith.paper-citation-record.v1
2608.05571 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:21:59.376218Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

14 of 14 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved10
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fcc19d02-491a-4970-ad6f-5932e18d3505 · outbound

This paper cites A decoder-only foundation model for time-series forecasting.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning A decoder-only foundation model for time-series forecasting

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.318199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.318199Z digest=sha256:64f50e5f5d363e5d22069717e94786ecf538acc3b61ac0a9d4bd8bd50a809eac

Observation 73da6ee7-27a6-41f4-af21-4899bfa2d7fe · outbound

This paper cites Retrieval-Augmented Diffusion Models for Time Series Forecasting.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning Retrieval-Augmented Diffusion Models for Time Series Forecasting

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.334881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.334881Z digest=sha256:84f36b814e43b9b1ad34e8b1509c3d70896232371cf6b060a350371e27f02dbc

Observation 3435ae3b-17c9-4dd6-83b6-195b13605624 · outbound

This paper cites John Paparrizos and Luis Gravano.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning John Paparrizos and Luis Gravano

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.340407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.340407Z digest=sha256:28f6c81c324008fb8bfd4ad910ed72c3de95790bd8e82f9327ab43e87d06c3da

Observation b96843ec-07ed-4f5b-9834-65e3e060b03d · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.351201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.351201Z digest=sha256:b892b940cac94018d2c0dfeaf0b6929514294d99ab0c6d348a533eb6390d3141

Observation fb0428cb-4cf2-41c0-be6a-fe4601985606 · outbound

This paper cites Unified Training of Universal Time Series Forecasting Transformers.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning Unified Training of Universal Time Series Forecasting Transformers

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.356270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.356270Z digest=sha256:acfdd1d00b1184b8c2a6396c1a2c87766766592e537591b27ef9ae1303d35ea0

Observation c95cc138-53c2-424a-8eec-32107b14561a · outbound

This paper cites arXiv:2412.16643.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning arXiv:2412.16643

Reference 11

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T10:21:59.944947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T10:21:59.361316Z digest=sha256:83d5d60241d3b31d7201425ca5f1411a8a09a92c3d22632e55fb7921bbc171aa

Observation d730715c-e907-4cf1-84c9-678f0102fe70 · outbound

This paper cites Jiaping Zhao and Laurent Itti.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning Jiaping Zhao and Laurent Itti

Reference 12

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T10:21:59.793578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T10:21:59.366194Z digest=sha256:8963469d79d15d60f8774e92af45a1f10a282fd298cd095f65a8c5c55cb60414

Observation d3baa288-61ff-42ad-b5ec-48698039ddbf · outbound

This paper cites ARvs. RAFT.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning ARvs. RAFT

Reference 14

Resolution
malformed identifier
arxiv_id_nonexistent, observed 2026-08-08T10:21:59.630842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T10:21:59.376218Z digest=sha256:6023acc13b1e8f5fafbb1fd722c6b4fde56c626fa9b488886050980a28ea7a29

Observation 8ab32ed9-a0a5-4865-a4ae-475e53e3017f · outbound

This paper cites an unresolved cited work.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning Unresolved cited work

Reference 1976

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-08T10:22:00.355116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T10:21:59.329750Z digest=sha256:032063b0430622b9e5b759ee33a2216fefb3093af7c8934a6ea816d445824fd3

Observation a16aea30-701a-40cd-89e3-a7da0c31e87f · outbound

This paper cites Toto: Time Series Optimized Transformer for Observability.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning Toto: Time Series Optimized Transformer for Observability

Reference 1998

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.312083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.312083Z digest=sha256:4eeff268e068eb306e492c69cd1157d61fddb910d3c03c3237c26f737f72d6ef

Observation 47321af6-6dd7-46d5-b30a-c9fcb4911042 · outbound

This paper cites an unresolved cited work.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning Unresolved cited work

Reference 2018

Resolution
unresolved
raw_fallback, observed 2026-08-08T10:22:00.437338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T10:21:59.371323Z digest=sha256:fbe7c7217bd9d5fc3546763999d3d6a0d1d6e5c2c14d22d5aaa06bdd3890943a

Observation 54b12895-8ad8-4145-b0ce-faf5178e3eee · outbound

This paper cites In-Context Retrieval-Augmented Language Models.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning In-Context Retrieval-Augmented Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.345421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.345421Z digest=sha256:3eafcf4ac00f35b23a085f387ff34cc669977095de7927f2cd625aaca87d0bcd

Observation a6e8ad60-e196-48ff-93be-c39d53325353 · outbound

This paper cites Chronos: Learning the Language of Time Series.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning Chronos: Learning the Language of Time Series

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.305547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.305547Z digest=sha256:088867abfcb30290e070ecef5e08466b061d9e33666991ba6cfb18d219da4e1a

Observation 84171a31-99dc-413d-9f91-f571fbb508ed · outbound

This paper cites In-Context Fine-Tuning for Time-Series Foundation Models.

Align-RAG: Alignment Is All You Need for TSFM In-Context Learning In-Context Fine-Tuning for Time-Series Foundation Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-08T10:21:59.323961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T10:21:59.323961Z digest=sha256:bf1cd131e9d6ae210f40510d39f9872d8c5f7caa58427a45a305f0ad3b431f7d

Pith citing papers

No inbound Pith citation observations are available.