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Paper Citation Record · LEDGER

ConstScene: Dataset and Model for Advancing Robust Semantic Segmentation in Construction Environments

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2312.16516.

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

pith.paper-citation-record.v1
2312.16516 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:09:22.073236Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T20:09:22.168934Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • 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 e5c6a457-0906-433c-83c5-bc387c27d039 · inbound

Are Open-Vocabulary Models Ready for Detection of MEP Elements on Construction Sites cites this paper.

Are Open-Vocabulary Models Ready for Detection of MEP Elements on Construction Sites ConstScene: Dataset and Model for Advancing Robust Semantic Segmentation in Construction Environments

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:09:22.178455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T20:09:22.073236Z digest=sha256:cadd0c22cad1846b2d51ce4a62fcf29c188245861aea86dc3abacbff1b94e62e