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Paper Citation Record · LEDGER

BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.16660.

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

pith.paper-citation-record.v1
2502.16660 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:28:21.884837Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T10:34:28.820615Z

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 cb686a81-2f0a-427b-a80f-90453b7cb053 · inbound

DeepER-Med: Advancing Deep Evidence-Based Research in Medicine Through Agentic AI cites this paper.

DeepER-Med: Advancing Deep Evidence-Based Research in Medicine Through Agentic AI BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-10T10:34:28.822995Z

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=2026-05-10T10:34:16.454788Z digest=sha256:7bd5a550c730bbd31f411aae401578e6aed91b053d947664f028143143b88aca

Observation 6a19ab28-b5a1-43ca-a94b-e083b10794c8 · inbound

PertReason: A Knowledge-Grounded Benchmark and Framework for Cell-State-Conditioned Mechanistic Reasoning of Perturbation Effects cites this paper.

PertReason: A Knowledge-Grounded Benchmark and Framework for Cell-State-Conditioned Mechanistic Reasoning of Perturbation Effects BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-01T14:28:21.884837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:28:21.884837Z digest=sha256:2ee9e80f8719bdc550f38f695c0b9401b555284827f702552e947d0cd18c35e5