Paper Citation Record · LEDGER

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems

As of 10 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2507.08235.

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

pith.paper-citation-record.v1
2507.08235 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:28:10.386366Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

16 of 16 outbound references displayed

verified exact5
verified fuzzy3
unresolved5
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea257786-897b-4426-ae34-0f0d34e541e1 · outbound

This paper cites B., Mann, B., Ryder, N., et al.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems B., Mann, B., Ryder, N., et al

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:28:12.326332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8773e51a-a000-4733-8ea2-9eb7d7770db9 · outbound

This paper cites Novel Physics-Based Machine-Learning Models for Indoor Air Quality Approximations.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems Novel Physics-Based Machine-Learning Models for Indoor Air Quality Approximations

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:28:11.638859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0307e44d-9d1e-47e4-80a1-a54129482642 · outbound

This paper cites PIAD-SRNN: Physics-Informed Adaptive Decomposition in State-Space RNN.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems PIAD-SRNN: Physics-Informed Adaptive Decomposition in State-Space RNN

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:28:11.436847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 73b31853-1c92-4090-90ed-9c2aec63b78e · outbound

This paper cites an unresolved cited work.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems Unresolved cited work

Reference 12

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T18:28:11.272023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 27771e81-ca31-4c8a-9655-9f2d5081e65f · outbound

This paper cites GPT-4 Technical Report.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems GPT-4 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:10.096457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e18fdad1-5d66-4bbc-92a7-0ace929ae2db · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:10.181431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baadd101-7a8d-4938-99ec-b2da2deda094 · outbound

This paper cites Caiformer: A causal informed transformer for multivariate time series forecasting.arXiv preprint arXiv:2505.16308,.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems Caiformer: A causal informed transformer for multivariate time series forecasting.arXiv preprint arXiv:2505.16308,

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-06T18:28:10.976245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be767cc5-a3d3-4ad4-8dc4-51ed973e5fb8 · outbound

This paper cites doi: https://doi.org/10.1016/j.ifacol.2024.08.317.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems doi: https://doi.org/10.1016/j.ifacol.2024.08.317

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T18:28:10.507743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8bc64ae0-e06e-4c79-8ebf-b6771d8756e5 · outbound

This paper cites Visual Instruction Tuning.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems Visual Instruction Tuning

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:09.448226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d440ee-56a4-4e8e-bb48-5b9c0dfd64a6 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems A Comprehensive Overview of Large Language Models

Reference 2019

Resolution: malformed identifier; no resolver link, observed 2026-08-06T18:28:09.904386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a5f49e7-3d13-460d-9685-33ac7d0b8538 · outbound

This paper cites Karbasforoushha, M.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems Karbasforoushha, M

Reference 2020

Resolution: verified exact; doi, observed 2026-08-06T18:28:10.634328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69e7afaa-5cda-4cf1-aff9-2797ba2b7712 · outbound

This paper cites ISBN 978- 981-15-5616-6.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems ISBN 978- 981-15-5616-6

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:28:12.198825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 86586d96-39a7-4656-a3d0-79413e00dbd3 · outbound

This paper cites Crafting papers on machine learning.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems Crafting papers on machine learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:09.349066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98983531-7cb8-45e1-a3ca-50682ce0bf82 · outbound

This paper cites A Survey on Large Language Models with some Insights on their Capabilities and Limitations.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems A Survey on Large Language Models with some Insights on their Capabilities and Limitations

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T18:28:09.527766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61ec1c43-bdae-4878-b2b1-9f6b1e21cbb5 · outbound

This paper cites doi: https://doi.org/10.1016/j.jobe.2024.111377.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems doi: https://doi.org/10.1016/j.jobe.2024.111377

Reference 2024

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T18:28:11.824302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5afc0a8e-03cb-48da-a252-e206e52634ca · outbound

This paper cites Accessed: 2025-05-31.

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems Accessed: 2025-05-31

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:28:11.978508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.