Pith. sign in

Paper Citation Record · LEDGER

Language as Cost: Proactive Hazard Mapping using VLM for Robot Navigation

As of 14 August 2026, this Paper Citation Record lists 1 of 1 outbound references and 2 inbound Pith citation observations for arXiv:2508.03138.

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

pith.paper-citation-record.v1
2508.03138 v1

Coverage vector

measured 1 of 1 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:40:37.827065Z

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T12:49:27.186632Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T19:36:09.415780Z

Reference resolution

1 of 1 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0ed7a5f-e9d7-4421-aae2-e7d2d80f284f · outbound

This paper cites Unit: Building Unit Detection Dataset.

Language as Cost: Proactive Hazard Mapping using VLM for Robot Navigation Unit: Building Unit Detection Dataset

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-06T04:40:37.876149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T04:40:37.827065Z digest=sha256:414fab8a078e038717a6021b49fd9e2fe42057d8e33cf32b24ee30719ddbd5ca

Pith citing papers

Observation b32d1ac8-b84a-4a9a-9917-ac08bd6c5007 · inbound

Don't Fool Me Twice: Adapting to Adversity in the Wild with Experience-Driven Reasoning cites this paper.

Don't Fool Me Twice: Adapting to Adversity in the Wild with Experience-Driven Reasoning Language as Cost: Proactive Hazard Mapping using VLM for Robot Navigation

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-01T19:36:09.417249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-28T22:11:35.012271Z digest=sha256:8f1149a15493f144d1133ad96df0fa1b51213975bb948fcb62e276771f122b97

Observation 8de3c940-c72c-4d52-abbc-fadd8907c480 · inbound

Don't Fool Me Twice: Adapting to Adversity in the Wild with Experience-Driven Reasoning cites this paper.

Don't Fool Me Twice: Adapting to Adversity in the Wild with Experience-Driven Reasoning Language as Cost: Proactive Hazard Mapping using VLM for Robot Navigation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T12:49:27.186632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:49:27.186632Z digest=sha256:4c0cdc09762b63865d5d4580eeeedb7ab0c14397a0042603249f5bbb622d5ede