Pith. sign in

Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:57:16.825453Z digest=sha256:11d7d0ce8cd4cf199b2e4b63c1e705349f3adfbd331d043f7e30689c9e912bad

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=sha256:7883068a6bb885903f030c90252886c9834a06d1f834253a4308436922b09da9

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=sha256:9c66f7b212a0e305a086c17f94f8c621da4f119ce6db7b780b1501ac58eedb18

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:57:17.095358Z digest=sha256:bca6673d963138d61e6c472154fb12d4d0c609690b1f8dd1e69f8ebec99e2917

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:bb361df6ca1404a42e95632afdb1320eca4901d64f80cb363926004d236faf68

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:b037c0089087b489bc134199112152c869bc5a1e331eadb79a2df3afc5df5883

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:57:17.384668Z digest=sha256:991a49fc9a5aa5399731f37831da6c4e6f4a8252ce6788775aa2fad864fb2855

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:57:17.461525Z digest=sha256:bb8115a26de33630da7e17afaab03b8617ab6f0e8922facd7d826e339ecfad37

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:57:17.534736Z digest=sha256:05a0489f1f70a343a8282d86099a6720ea883e4f7d1b30b933caaeabf2bbdac2

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:fbb0c221b1c133f77bf705993148ee2a3fe049860c56054d12c245f4c599b922

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:57:17.740990Z digest=sha256:58357d10a90e1e6cdd1b02acad7c3cd0b19b71096b8b03356762cd19ed25d954

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:57:17.822408Z digest=sha256:d435566473c5131d1dbf9f6d4fa8db2abdae3edbff299178e093a6a47c5d521a

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=sha256:8d5ff1c5e204ad4bb1098649023f8b4c4354d8196422a921a2ebb886e2b866bb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:59:15.820659Z digest=sha256:01e29849260995af17315553a06e75547fcafee236b6a3a153d6d8849cedf793