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Paper Citation Record · LEDGER

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling

As of 19 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2508.09630.

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

pith.paper-citation-record.v1
2508.09630 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:57:17.939905Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:59:15.820659Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:59:15.844849Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ae27ea0-e890-467b-bd78-e08db82aa97a · outbound

This paper cites an unresolved cited work.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:57:19.149447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T20:57:16.825453Z digest=sha256:671a9e087138dc564d405d97150e2830f6f49bee80a70c1f7da62b9a9dacae6c

Observation 90451de5-de3d-4a8b-9220-c6569bf3cb48 · outbound

This paper cites Benchmarking and Improving Text-to-SQL Generation under Ambiguity.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Benchmarking and Improving Text-to-SQL Generation under Ambiguity

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T20:57:16.904497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:57:16.904497Z digest=sha256:6c5e4ebe384aa7debdd3487994f168e8077de65ace37c4706519991e57843808

Observation ca4d1db0-7b59-4485-981a-730023d936be · outbound

This paper cites an unresolved cited work.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T20:57:16.977668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:57:16.977668Z digest=sha256:7c838311d3b16fad583d395e454d16e16f5180fb847c708856102f8f4bbbafed

Observation adc59e99-d27d-4cc3-af88-5a543ca2da00 · outbound

This paper cites an unresolved cited work.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:57:18.955935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T20:57:17.095358Z digest=sha256:6668489c44aad8e53e34ccd0bcc11497e5c911d2b3b869db76771889589175eb

Observation 7a9fb19a-0c96-41f3-a921-61fdc4afbd01 · outbound

This paper cites Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T20:57:17.205778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:57:17.205778Z digest=sha256:8278e6dae998aecdecd968ca3c9aa3aa4f6dc671b91fb88c04708457ecc765f8

Observation 1bd7fe5f-193d-4614-83f6-c1cc999c2800 · outbound

This paper cites Compositional Semantic Parsing with Large Language Models.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Compositional Semantic Parsing with Large Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T20:57:17.305771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:57:17.305771Z digest=sha256:c2c90896f7a3901813415096a53864453ea8f30424b7f43ddc658f6ee46766b4

Observation 43b37f73-2c04-427b-97e5-719ce265ea78 · outbound

This paper cites an unresolved cited work.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:57:18.769137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T20:57:17.384668Z digest=sha256:9148ed6e0ab4e77ac8f5c00e274e932f8fd3fe97b5a5496c3219eda4a6c62ce6

Observation 692b6741-bdda-465a-81b0-43110766552e · outbound

This paper cites an unresolved cited work.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:57:18.638113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T20:57:17.461525Z digest=sha256:6c274c690d8e9741c9800e9bcd340f6211075c0d77f78cc8ed1a8ec97d3fc4c0

Observation fac890ff-698f-4518-8567-17f5b7a48270 · outbound

This paper cites an unresolved cited work.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:57:18.503903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T20:57:17.534736Z digest=sha256:7154efa24e9f03319c4a715fee1c44ebe6b57f634ca90361e9b8098febeb1f20

Observation 64cc84ce-cf96-4fdc-8135-d3ccd8adf9f8 · outbound

This paper cites GPT-4 Technical Report.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling GPT-4 Technical Report

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T20:57:17.621109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:57:17.621109Z digest=sha256:79b0063be68128b40eba30caea3a3908f985bb3ad574627b991f89702c351347

Observation 660a0f70-0877-4a47-b99d-a26d7cc65317 · outbound

This paper cites an unresolved cited work.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:57:18.367389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T20:57:17.740990Z digest=sha256:f612b85d41f400eca2dd58dee42e633da2f5b8ab12751579f51562ad3b152dcf

Observation a19c2251-6a88-4b9b-b416-ae14a8539a38 · outbound

This paper cites an unresolved cited work.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:57:18.206851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T20:57:17.822408Z digest=sha256:f1f40f4facb3d40c7f7e7ab967e5ecdf9b3f4752eca010a71349afbf55da9912

Observation 3913b2b5-33da-4887-95ef-43005fe0c16f · outbound

This paper cites Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge.

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T20:57:17.939905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:57:17.939905Z digest=sha256:281d369ccc05f2ac7ab6e501cbbac0821337ff12d0012c2e335c250dfb31c5f7

Pith citing papers

Observation fed7e0f7-4808-4ea2-bc32-a4a0d38039f5 · inbound

Enhancing Monocular 3D Hand Reconstruction with Learned Texture Priors cites this paper.

Enhancing Monocular 3D Hand Reconstruction with Learned Texture Priors TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:59:15.850096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T20:59:15.820659Z digest=sha256:7640df02815fae934247ef7b2dbddb0b83ffb60975a833453cfa0277f2a3199f