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Paper Citation Record · LEDGER

Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2210.16952.

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

pith.paper-citation-record.v1
2210.16952 v2

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 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:37:03.193086Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:47:20.045471Z

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 48b9549b-3b43-4c82-9679-c99ffb4dec66 · inbound

Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs cites this paper.

Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T11:09:17.481360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T11:09:17.481360Z digest=sha256:3a9179c385da0c714f27a70d55f41155a7cf84e2a747654ef148ec992c8ef18e

Observation a2c0eeb8-24df-42e5-9897-d2c126dba270 · inbound

Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes cites this paper.

Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T11:37:03.193086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:37:03.193086Z digest=sha256:6b2a925ec204a5b16a6e810b45b86cad892fd1e12db7015279cf5a984dbb3daa

Observation d259570f-b2c7-4498-b981-7de7b44aa08a · inbound

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents cites this paper.

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:47:20.222720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T14:47:14.953677Z digest=sha256:ebe0bbfc8dfb601a3b3ccda3d0ae85d133b51136a6bb5b130b895aa55c82f2ef