Paper Citation Record · LEDGER

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities

As of 21 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2507.21964.

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

pith.paper-citation-record.v1
2507.21964 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:13:04.834101Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact1
verified fuzzy1
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 82c4c26c-32e0-440f-a773-bfcd7e8e54dd · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:05.151625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e5cb28cb-d448-4064-aa52-925a35b08343 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:05.135590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5d733819-23d8-4118-9510-b1222211644a · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:05.120603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8caefcde-b2a4-4eee-a6a8-3801c41c1f8e · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:05.105729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f7beb998-7bba-4fd0-b5f2-ad87d72f18d1 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:05.090548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d94cbb8a-5955-45c1-aebc-700559020c99 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:05.074419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59a7fa30-2199-42de-86d1-a8d8bd29bd63 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T12:13:04.787179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f73b810-0b9c-4521-82df-a536923b9641 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:05.028632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 012cb3ae-2b48-4e87-8f79-812723e7bd20 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:05.010676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b6ad48d-748d-4327-9b35-f6f9dcaf0180 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:04.994338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 179c1108-1afc-4ea7-8c0b-caf6450fa4ae · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:04.977491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a20db264-5d5f-48a0-9735-98b98530ec3f · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:04.961900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7667a9fe-295b-43f2-92a7-78e45131be77 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:04.945927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3cbd4513-8639-45e8-8098-2ba6a886e2f0 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:04.930567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3ce979bf-7493-4e93-ab79-354feb1ce682 · outbound

This paper cites Unsupervised Human Activity Recognition through Two-stage Prompting with ChatGPT.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unsupervised Human Activity Recognition through Two-stage Prompting with ChatGPT

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:13:04.877308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49fa5feb-c99b-4eac-91b6-470636da2178 · outbound

This paper cites an unresolved cited work.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:13:04.914916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cbccb38c-3174-44bd-8032-ca4692d035c1 · outbound

This paper cites Computer 46, 7 (2012), 62–69.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Computer 46, 7 (2012), 62–69

Reference 2012

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:13:05.045089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5b291012-1146-4f79-86ff-eb7e6b5e5148 · outbound

This paper cites Large Language Models are Zero-Shot Recognizers for Activities of Daily Living.

Thou Shalt Not Prompt: Zero-Shot Human Activity Recognition in Smart Homes via Language Modeling of Sensor Data & Activities Large Language Models are Zero-Shot Recognizers for Activities of Daily Living

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T12:13:04.899044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.