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Paper Citation Record · LEDGER

SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.02883.

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

pith.paper-citation-record.v1
2502.02883 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:04:06.416028Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:08:58.435739Z

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 540f3066-51d0-4383-985f-fac80ddfa244 · inbound

SensorLM: Learning the Language of Wearable Sensors cites this paper.

SensorLM: Learning the Language of Wearable Sensors SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:04:06.416028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:04:06.416028Z digest=sha256:5fbd9b60c1067984f10d56091253695d83a20737d8081c8031aad3925f3dc9d5

Observation 1adf91ca-01d0-43d3-ade0-5546c1cbdeed · inbound

From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.

From Time Series Analysis to Question Answering: A Survey in the LLM Era SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions

Reference 120

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:32:16.063027Z

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.

source=pdf_text observed=2026-05-19T09:31:55.829045Z digest=sha256:f10be19b774d41bcea64d24addab8457828151220974ab398c3c4fe5cb877661

Observation 4be725d1-6dfe-43b3-b287-022df1d61258 · inbound

ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild cites this paper.

ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-17T00:41:23.997498Z

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.

source=pdf_text observed=2026-05-17T00:38:54.001341Z digest=sha256:60adf891dd100dc2afbfd8f4f87c4b71546dad593ccc821f626f3a65f0fd293e

Observation 1f8a0471-acbe-45aa-81c6-c91ab559ab32 · inbound

IoT-Brain: Grounding LLMs for Semantic-Spatial Sensor Scheduling cites this paper.

IoT-Brain: Grounding LLMs for Semantic-Spatial Sensor Scheduling SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions

Reference 86

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:05:56.692806Z

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.

source=pdf_text observed=2026-05-10T17:49:16.409834Z digest=sha256:7821f976c9008d411f3c32a027fdf1a7b249172de62ec642a6c89223f2d3ef5b

Observation 6df9461a-6d67-4111-a369-5d55cc679c06 · inbound

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning cites this paper.

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions

Reference 131

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T21:08:58.452201Z

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.

source=arxiv_source observed=2026-06-27T00:53:11.223341Z digest=sha256:e94add6651fb4bd675a2125429e7e6e6a80f0d7acbcf29b49e8979e98a3a7e2b