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Paper Citation Record · LEDGER

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts

As of 9 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.15647.

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

pith.paper-citation-record.v1
2607.15647 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:46:02.657826Z

measured 13 of 13 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

13 of 13 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35ab6c8a-a100-4fba-9548-718937e58c64 · outbound

This paper cites an unresolved cited work.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T22:46:01.325263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:46:01.325263Z digest=sha256:b86ca6cae6513f67078196f2bdf4d960724a853adf1ca4c92a963610b81d810b

Observation f3286864-09e4-41e6-af80-541ef3d7bebb · outbound

This paper cites (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2024, Association for Computational Linguistics, Miami, Florida, USA.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2024, Association for Computational Linguistics, Miami, Florida, USA

Reference 4

Resolution
verified exact
doi, observed 2026-08-01T22:48:43.936468Z

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.

source=pdf_text observed=2026-08-01T22:46:01.486311Z digest=sha256:bc353c6e4f29f8ebd5e7b489c81cf1ce041dde9a296b1fa138bd91de53c4ac39

Observation fca59f03-2a3b-4fe1-9d95-abc7ba6e7ab7 · outbound

This paper cites An Integrated Platform for LEED Certification Automation Using Computer Vision and LLM-RAG.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts An Integrated Platform for LEED Certification Automation Using Computer Vision and LLM-RAG

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-08-01T22:48:43.593180Z

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.

source=pdf_text observed=2026-08-01T22:46:01.628227Z digest=sha256:a7f6674f9c4b8d73a7c07c0757ad7e073be4fad0d3049f478a4ada56a5b1cca6

Observation 90eb3036-109c-48b5-b184-bd902bf0e258 · outbound

This paper cites Large Language Model-Driven Code Compliance Checking in Building Information Modeling.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Large Language Model-Driven Code Compliance Checking in Building Information Modeling

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T22:46:01.856780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:46:01.856780Z digest=sha256:7db6f5bffa06b17564b68f8bc0e634bf2f7bf19ce0606980c389fd78fb90dcd4

Observation c08ee2c7-56df-4e05-8858-90b412ecf3b2 · outbound

This paper cites Confidence Calibration in Large Language Models.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Confidence Calibration in Large Language Models

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-08-01T22:48:43.408499Z

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.

source=pdf_text observed=2026-08-01T22:46:02.023365Z digest=sha256:c78d3134fdbc3d6778189281218155071a2cc29222764ac997704e945753ad5f

Observation 424a5293-4e71-47e2-ac8b-21580ed98b12 · outbound

This paper cites Building Research & Information 0, 1–24.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Building Research & Information 0, 1–24

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T22:46:02.179685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:46:02.179685Z digest=sha256:671f03d9705fe74d58c355dd6fd58b882faea6d75c294955270fe1dbb3320f8d

Observation c0d5cc39-9e83-4da2-8d87-d4e93bf0ad44 · outbound

This paper cites 20090–20111.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts 20090–20111

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T22:46:02.396213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:46:02.396213Z digest=sha256:83bc7a9f23ec36151cc77b9de903404dd12cae08a997d84455fb82841b62ebf1

Observation 6c7a2845-86cd-42b0-b9d8-d9d1d9a2da43 · outbound

This paper cites Exploring Gen-AI applications in building research and industry: A review.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Exploring Gen-AI applications in building research and industry: A review

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T22:46:02.505383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:46:02.505383Z digest=sha256:a15275cba733a5f335c4ac234d68fbde2a2c22106c98bf61f82b2c606e924212

Observation ba4bd77e-ad59-48ac-b165-b670c2e3c00b · outbound

This paper cites Huang, S., Ma, Z., Du, J., Meng, C., Wang, W., Lin, Z.,.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Huang, S., Ma, Z., Du, J., Meng, C., Wang, W., Lin, Z.,

Reference 170

Resolution
verified exact
doi, observed 2026-08-01T22:48:44.397653Z

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.

source=pdf_text observed=2026-08-01T22:46:01.382266Z digest=sha256:e2a0e2b5022a6e1ab3e6b9d2e17bcc36e199edd611425ab3937c0e0dffc11bed

Observation 479a9b05-f3df-4c44-9c68-4f34fad57da1 · outbound

This paper cites Journal of Computing in Civil Engineering 30, 04015014.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Journal of Computing in Civil Engineering 30, 04015014

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-01T22:46:02.657826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:46:02.657826Z digest=sha256:fa0472a26b3daf91748ccfa7bb08d18e8f44670cfa1454c4bec5a10a94a7a3a1

Observation edab6793-fc13-4502-8006-6031056d5480 · outbound

This paper cites Journal of Building Engineering 96, 110401.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Journal of Building Engineering 96, 110401

Reference 2024

Resolution
verified exact
doi, observed 2026-08-01T22:48:44.652303Z

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.

source=pdf_text observed=2026-08-01T22:46:01.254148Z digest=sha256:4e9978eeb674710dcb59dfdb79430b43569e8f2fbbaea3efd22e80f588ecc399

Observation 6ea34ad0-1f09-4bdc-80aa-7135ff9523bd · outbound

This paper cites Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning Models.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning Models

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-01T22:48:43.761200Z

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.

source=pdf_text observed=2026-08-01T22:46:01.572527Z digest=sha256:b1e0e60721567904b6ebcb66da27b3dac306cae9490ea02e2a555c32dbb1bd73

Observation 7801c2a9-d06d-4aa8-9937-4b8a111eab6f · outbound

This paper cites Automation in Construction 185, 106859.

Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts Automation in Construction 185, 106859

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-01T22:46:01.704895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:46:01.704895Z digest=sha256:8e3d553a4f75037d026fc95c7e37619a04292f0a7ffcab84a831476fa4f78dd2

Pith citing papers

No inbound Pith citation observations are available.