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Paper Citation Record · LEDGER

Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2407.07840.

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

pith.paper-citation-record.v1
2407.07840 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:05:29.566320Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T04:25:13.326531Z

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 34d4364f-2f49-40c9-afab-56daad0c10d6 · inbound

Beyond Visual Understanding: Introducing PARROT-360V for Vision Language Model Benchmarking cites this paper.

Beyond Visual Understanding: Introducing PARROT-360V for Vision Language Model Benchmarking Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T17:05:29.566320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T17:05:29.566320Z digest=sha256:4f9e11121db2843b843d62f9bb86e5937899453f15483aac1eed3cb374ee982b

Observation cc51ce31-1a64-48ad-b61c-e8165ea315fd · inbound

Consistency Has a Computable Blind Spot: A Commutation Theory of Label-Free Reliability for Vision-Language Figure Reading cites this paper.

Consistency Has a Computable Blind Spot: A Commutation Theory of Label-Free Reliability for Vision-Language Figure Reading Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-08T04:25:13.330657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-08T04:25:12.537848Z digest=sha256:d74f826510e146b3a73424dfc51f01bb1e420c82089f21d395716b8ef4f07c3c

Observation 00d7c61e-2aff-42ef-8e3e-b6b3ab2242a9 · inbound

Consistency Has a Computable Blind Spot: A Commutation Theory of Label-Free Reliability for Vision-Language Figure Reading cites this paper.

Consistency Has a Computable Blind Spot: A Commutation Theory of Label-Free Reliability for Vision-Language Figure Reading Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T04:34:36.450335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:34:36.450335Z digest=sha256:73db0fbceaa56113e268f59b4cd9afd455c7a07f2f5081d26e013f243830f7d0