Paper Citation Record · LEDGER

LazyVLM: Neuro-Symbolic Approach to Video Analytics

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2505.21459.

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

pith.paper-citation-record.v1
2505.21459 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:30:19.964952Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:24:23.367540Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T23:00:50.176341Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55f387a7-cc76-4b9e-865c-21c1df622122 · outbound

This paper cites Qwen2.5-VL Technical Report.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:18.639295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bffab3c-efcf-4487-9bbc-7dc576dc0718 · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:18.715001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87eb8094-5261-4775-97ff-036bef23b9e8 · outbound

This paper cites TAO: A Large-Scale Benchmark for Tracking Any Object.

LazyVLM: Neuro-Symbolic Approach to Video Analytics TAO: A Large-Scale Benchmark for Tracking Any Object

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:18.793959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8249d2f-734a-4720-a8d1-da915aac5fc9 · outbound

This paper cites MOT20: A benchmark for multi object tracking in crowded scenes.

LazyVLM: Neuro-Symbolic Approach to Video Analytics MOT20: A benchmark for multi object tracking in crowded scenes

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:18.850135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fea99e08-f433-4392-80ab-37ca03e960c5 · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:22.354567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c1126d4e-642e-40b4-a3fd-f041ab9871b3 · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:22.224775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b3315c14-ed60-4eb9-87bd-050159e9b89b · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T13:30:20.965801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c3c5b58-67b0-4d30-9546-1d6f52a94dfe · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.155405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68cc1300-45c3-4876-822f-85a292147884 · outbound

This paper cites Zelda: Video Analytics using Vision-Language Models.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Zelda: Video Analytics using Vision-Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.227637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969bdb56-241b-4bab-a755-d77de71cc2a3 · outbound

This paper cites Improving Text Embeddings with Large Language Models.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Improving Text Embeddings with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.359790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca0a1e0b-195c-4cc6-8191-48e4c4e8dced · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:22.019469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation daf35da9-34c4-4d0c-b5e3-d1e56ffc2f81 · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:21.491998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb772acc-51ee-45d8-ac91-389a474f1c00 · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.793551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b0be449-2772-48ae-a4f3-66d9a7b4d963 · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:19.964952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 889b3702-6ca1-43c5-8fa9-a63bcce70404 · outbound

This paper cites an unresolved cited work.

LazyVLM: Neuro-Symbolic Approach to Video Analytics Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:30:21.734675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 2fe5eb7a-7559-4d51-92e6-415e3a7f09b0 · inbound

FORGE: Fine-grained Multimodal Evaluation for Manufacturing Scenarios cites this paper.

FORGE: Fine-grained Multimodal Evaluation for Manufacturing Scenarios LazyVLM: Neuro-Symbolic Approach to Video Analytics

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:00:50.179689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.