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Paper Citation Record · LEDGER

TimeSeriesExam: A time series understanding exam

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2410.14752.

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

pith.paper-citation-record.v1
2410.14752 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:23:12.011971Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:36:29.877967Z

Reference resolution

0 of 0 outbound references displayed

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  • verified fuzzy0
  • unresolved0
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  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0b3a51e0-aadf-473c-8dfb-e786a65f0771 · inbound

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis cites this paper.

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis TimeSeriesExam: A time series understanding exam

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-23T19:45:47.221283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-23T19:45:39.130509Z digest=sha256:67e2dec0872d422dd96bd4d3c56d8629a58dbcf98b49c8b0f4d5a5cff27d76ea

Observation d74656d8-c261-461d-948f-8fe313770671 · inbound

TempoGPT: Enhancing Time Series Reasoning via Quantizing Embedding cites this paper.

TempoGPT: Enhancing Time Series Reasoning via Quantizing Embedding TimeSeriesExam: A time series understanding exam

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T20:48:12.104221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:48:12.104221Z digest=sha256:e680c5919107a507d83278e0b32d0d2262228752bab8830c83387ac834f59e12

Observation 08aa1236-12da-4829-8318-f28c6b6b72dd · inbound

ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Data cites this paper.

ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Data TimeSeriesExam: A time series understanding exam

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T21:23:12.011971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:23:12.011971Z digest=sha256:5400d13fd4f8d3a5402b4795645a40652cf7d4d5fe532a015db77c62f8b11581

Observation d5920c9d-3d42-4b0a-896e-b56e5dd2e019 · inbound

From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.

From Time Series Analysis to Question Answering: A Survey in the LLM Era TimeSeriesExam: A time series understanding exam

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:32:16.208395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-19T09:31:55.829045Z digest=sha256:82778fa1465715e1e2ac6c8e80f392097ede183b8b1a542a5790bf755d0fd251

Observation cb089b2d-9228-4e33-bced-042685872e92 · inbound

ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset cites this paper.

ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset TimeSeriesExam: A time series understanding exam

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:04:08.625783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:04:08.625783Z digest=sha256:98c3f008e9cd3a79cc663ecfdc88079721b7100f4987649649e3fc9bec1c5843

Observation e7c2f65c-1060-47ec-8c47-f8b0de6203db · inbound

Towards Interpretable Time Series Foundation Models cites this paper.

Towards Interpretable Time Series Foundation Models TimeSeriesExam: A time series understanding exam

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:40.613192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:44:40.613192Z digest=sha256:72213a50844c8fb520c3e67a8a508c5d524ae243ccf92762a490f8a7649fe747

Observation 2cd5de54-06cd-4f97-ab5f-8e89e2fc296b · inbound

Towards Foundation Models for Zero-Shot Time Series Anomaly Detection: Leveraging Synthetic Data and Relative Context Discrepancy cites this paper.

Towards Foundation Models for Zero-Shot Time Series Anomaly Detection: Leveraging Synthetic Data and Relative Context Discrepancy TimeSeriesExam: A time series understanding exam

Reference 2000

Resolution
unresolved
no resolver link, observed 2026-08-15T15:53:45.267819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:53:45.267819Z digest=sha256:45c05d3638b22f6ed71d55816254da110ed9f6cb28f752676f55d6ce23f2f238

Observation 5ed49996-9213-4e1e-b480-4fb5d43fdc3f · inbound

TS-Agent: Understanding and Reasoning Over Raw Time Series via Iterative Insight Gathering cites this paper.

TS-Agent: Understanding and Reasoning Over Raw Time Series via Iterative Insight Gathering TimeSeriesExam: A time series understanding exam

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-18T09:11:09.609501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-18T09:09:42.177940Z digest=sha256:28a70706410e4641b234bf39ecb643cc89eb9109d3212b79ab6426579eb442d4

Observation da0c4c6b-93ac-49ec-9e0e-efd8479606f3 · inbound

TS-Haystack: A Multi-Task Retrieval Benchmark for Long-Context Time-Series Reasoning cites this paper.

TS-Haystack: A Multi-Task Retrieval Benchmark for Long-Context Time-Series Reasoning TimeSeriesExam: A time series understanding exam

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-02T23:21:31.709054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:21:31.709054Z digest=sha256:73304327817056475b83a58eef360988d626a3f1d7581030bea9f93e60cf94f3

Observation 74e00b47-7f50-4866-81ca-6b27d87ed7e2 · inbound

HEARTS: Benchmarking LLM Reasoning on Health Time Series cites this paper.

HEARTS: Benchmarking LLM Reasoning on Health Time Series TimeSeriesExam: A time series understanding exam

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T21:02:26.167232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T21:02:26.167232Z digest=sha256:951054c9589403a99faf2e47b8eefe2e3cad3c1dc24e35eddf523b1bb1b4a0b7

Observation 6eef0df0-363b-4245-88e9-e081d44b7057 · inbound

LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics cites this paper.

LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics TimeSeriesExam: A time series understanding exam

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T06:26:27.665568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T06:22:14.332932Z digest=sha256:8c7754b743f18b85058dfc90770ca613f79667440eb3d232a57e1bcff2850dc9

Observation 61126e2d-ff5c-4f2c-a3dc-6951087b263e · inbound

TSQAgent: Rating Time Series Data Quality via Dedicated Agentic Reasoning cites this paper.

TSQAgent: Rating Time Series Data Quality via Dedicated Agentic Reasoning TimeSeriesExam: A time series understanding exam

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T03:36:29.879401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-28T09:51:59.586487Z digest=sha256:70be0367f069ea7533992ad3009aa9f6c949bdf2cf9496588e9984e4c95cb035

Observation d30b7538-4828-4a7a-b48c-b62cabb40d8c · inbound

CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series cites this paper.

CLIR-Bench: Benchmarking Multimodal Question Answering over Irregular Clinical Time Series TimeSeriesExam: A time series understanding exam

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-14T14:52:42.813309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T14:52:42.813309Z digest=sha256:a1eed8f511b13822bcdc1da410d46a8dfb810e070286a67e5d906f6d45be3170

Observation 6f4b6f22-ad64-4f38-9d4b-2976c579d8f4 · inbound

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers cites this paper.

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers TimeSeriesExam: A time series understanding exam

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T14:34:13.695386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:34:13.695386Z digest=sha256:1e32c817664cb7d5ecd9bd60d214f96f74b3d31b3a9758adac5a71a8f948fe9d