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Paper Citation Record · LEDGER

Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2503.00610.

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

pith.paper-citation-record.v1
2503.00610 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:30:17.642699Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-05T06:20:44.415743Z

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 7add6a18-48e9-425d-95e7-4c8f844836bc · inbound

Interpretable Multimodal Framework for Human-Centered Street Assessment: Integrating Visual-Language Models for Perceptual Urban Diagnostics cites this paper.

Interpretable Multimodal Framework for Human-Centered Street Assessment: Integrating Visual-Language Models for Perceptual Urban Diagnostics Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T10:30:17.642699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:30:17.642699Z digest=sha256:e9d29bd3ec4853eeb1f5b0581f3014386028948c4cfb4d34100026bda8c8a23d

Observation ac324271-86d3-42ec-9851-4e4791444608 · inbound

Time Series Foundation Models are Flow Predictors cites this paper.

Time Series Foundation Models are Flow Predictors Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T21:07:40.796850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:07:40.796850Z digest=sha256:a6e168e3209119b93804f94e2f9c4eb6ce0bd1aaff07f44ddb746775b28a2b29

Observation 8b016f65-3fe6-4053-882b-f0b3720d69c9 · inbound

StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure cites this paper.

StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-16T12:42:52.924397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-16T12:41:18.305553Z digest=sha256:82408d85f28b1330174e96304f0c30438688aa66aae32af149457a501174076e

Observation 0e61d379-0507-4611-964c-a5c6b98c8e72 · inbound

StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure cites this paper.

StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-22T12:04:51.487439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-22T12:02:51.613448Z digest=sha256:7cc432e7e931646bc7903213260f15f7fd99dacaf3cb1c2495c037ed64b8b0ce

Observation db499bb7-4208-4ee8-af90-75470051dd67 · inbound

Culturally uneven urban perception in large language models cites this paper.

Culturally uneven urban perception in large language models Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:21:03.446163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T01:58:34.970947Z digest=sha256:2d4d23259fe4b3ab7edc28124d41a1c89b5cac7954be1fa0e321843e15989a41

Observation ae78b4c6-a202-499e-99ad-978d1307c848 · inbound

Culturally uneven urban perception in large language models cites this paper.

Culturally uneven urban perception in large language models Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-07-05T06:20:44.417720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-05T06:19:21.376934Z digest=sha256:d5bf013b3545387e0ea8137f7f1fae514c07384eabc4758e75ff5a3709c6a73b