Paper Citation Record · LEDGER

TopoPrimer: The Missing Topological Context in Forecasting Models

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2605.15035.

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

pith.paper-citation-record.v1
2605.15035 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T21:29:27.529327Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

29 of 29 outbound references displayed

verified exact5
verified fuzzy15
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4dbc8873-8d66-4491-9ab6-b22923f8d3c4 · outbound

This paper cites @esa (Ref.

TopoPrimer: The Missing Topological Context in Forecasting Models @esa (Ref

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.942063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26a1f13e-7373-4988-b69a-0dc70c79a7f5 · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.943715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8cfb81c5-c66a-4d87-aafb-99abdb56c75a · outbound

This paper cites 1:- " if [[ -z.

TopoPrimer: The Missing Topological Context in Forecasting Models 1:- " if [[ -z

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:35:04.622909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ef03b7da-e6e2-44c0-b25f-1ac0bd50dc1b · outbound

This paper cites Chronos-2: From Univariate to Universal Forecasting.

TopoPrimer: The Missing Topological Context in Forecasting Models Chronos-2: From Univariate to Universal Forecasting

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-06-30T21:35:04.632793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation efae833f-d11c-44eb-9e5f-d7d03d15762f · outbound

This paper cites Bodnar, F.

TopoPrimer: The Missing Topological Context in Forecasting Models Bodnar, F

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.951385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 45d7757c-947b-4ec1-8801-770bd2a6e542 · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.954444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation db0af7d2-1592-4fa7-887e-560b394489fb · outbound

This paper cites Carlsson.

TopoPrimer: The Missing Topological Context in Forecasting Models Carlsson

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.948519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0537d61-69cb-4c78-ae3a-60286faee57e · outbound

This paper cites Tralie, N.

TopoPrimer: The Missing Topological Context in Forecasting Models Tralie, N

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.940156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 964c0c9b-ba23-4bb2-bc9a-8c13335bb378 · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.945402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3fe8b026-69e9-4403-8c6c-60e2abb5d136 · outbound

This paper cites Das et al.

TopoPrimer: The Missing Topological Context in Forecasting Models Das et al

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.947062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bfca16f8-4dff-4aca-b589-5d4befea926d · outbound

This paper cites Edelsbrunner and J.

TopoPrimer: The Missing Topological Context in Forecasting Models Edelsbrunner and J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.956209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d6c147bb-e677-410e-833e-c0f11efa83a5 · outbound

This paper cites Hansen and R.

TopoPrimer: The Missing Topological Context in Forecasting Models Hansen and R

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.960097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b83d1807-587c-420c-b7cd-4404d75340ac · outbound

This paper cites Li et al.

TopoPrimer: The Missing Topological Context in Forecasting Models Li et al

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.961663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1a46b024-6aa0-44fc-b5f8-f2495ac8dedf · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.926955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50e8c07d-c247-4f12-bc7d-e4888bc53f75 · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.936802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a697f355-2940-4be9-9e7b-3795e8e46b97 · outbound

This paper cites Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning.

TopoPrimer: The Missing Topological Context in Forecasting Models Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:35:04.638246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a86114f0-1f70-4f46-8e47-56c46b9790b2 · outbound

This paper cites Dynamic Sheaf Diffusion Networks with Adaptive Local Structure for Heterogeneous Spatio-Temporal Graph Learning.

TopoPrimer: The Missing Topological Context in Forecasting Models Dynamic Sheaf Diffusion Networks with Adaptive Local Structure for Heterogeneous Spatio-Temporal Graph Learning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-06-30T21:35:04.625425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc5aff13-d171-444c-82c2-0711645dc482 · outbound

This paper cites Nie et al.

TopoPrimer: The Missing Topological Context in Forecasting Models Nie et al

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.934491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 91586add-37f5-43f6-a017-e0a24745869d · outbound

This paper cites Papillon, S.

TopoPrimer: The Missing Topological Context in Forecasting Models Papillon, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.932837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0af4c0b7-55d4-4e64-b65a-be690d81ce2b · outbound

This paper cites TopoCL: Topological Contrastive Learning for Time Series.

TopoPrimer: The Missing Topological Context in Forecasting Models TopoCL: Topological Contrastive Learning for Time Series

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:35:04.635511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 21478474-36e8-4244-97b1-2b8762f3bf83 · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.930996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 89c21191-4b33-4059-93a1-94503cebfcd3 · outbound

This paper cites Chen and C.

TopoPrimer: The Missing Topological Context in Forecasting Models Chen and C

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.921600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 062fed37-91b6-4924-86a7-007692f26ea3 · outbound

This paper cites Wu et al.

TopoPrimer: The Missing Topological Context in Forecasting Models Wu et al

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.952909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ba8833a8-3006-4b69-b117-baac6eb198e4 · outbound

This paper cites Wu et al.

TopoPrimer: The Missing Topological Context in Forecasting Models Wu et al

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.958473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aba341f7-aebb-4463-827f-c4b105847abd · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.963100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1d9965bd-3372-4251-be25-614f09836902 · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.938390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4f88ee68-e58b-4406-9072-8f13121243df · outbound

This paper cites an unresolved cited work.

TopoPrimer: The Missing Topological Context in Forecasting Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-07-07T17:03:59.928932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 29b9532b-5d3b-4031-9ee8-561364239151 · outbound

This paper cites Liu et al.

TopoPrimer: The Missing Topological Context in Forecasting Models Liu et al

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.925074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 73db7d49-54ca-45fe-8b8c-ef67e689255d · outbound

This paper cites Zhou et al.

TopoPrimer: The Missing Topological Context in Forecasting Models Zhou et al

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T17:03:59.923360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.