Pith Number

pith:D4UVMMKX

pith:2025:D4UVMMKXXRY2OISNTTRKQKOGR4

not attested not anchored not stored refs pending

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

Benjamin Reichman, Dylan Chu, Lanxiang Hu, Larry Heck, Rushil Chandrupatla, Tajana Rosing, Xiaofan Yu, Xiyuan Zhang

arxiv:2502.02883 v3 · 2025-02-05 · cs.AI · cs.HC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D4UVMMKXXRY2OISNTTRKQKOGR4}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

4 papers in Pith

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning

From Time Series Analysis to Question Answering: A Survey in the LLM Era

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

IoT-Brain: Grounding LLMs for Semantic-Spatial Sensor Scheduling

Receipt and verification

First computed	2026-07-05T11:39:48.066551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f29563157bc71a7224d9ce2a829c68f35e5808d0feb79e7c746192e62f1cf34

Aliases

arxiv: 2502.02883 · arxiv_version: 2502.02883v3 · doi: 10.48550/arxiv.2502.02883 · pith_short_12: D4UVMMKXXRY2 · pith_short_16: D4UVMMKXXRY2OISN · pith_short_8: D4UVMMKX

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/D4UVMMKXXRY2OISNTTRKQKOGR4 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1f29563157bc71a7224d9ce2a829c68f35e5808d0feb79e7c746192e62f1cf34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06cd9ece90bd3a6a5e72df7b443142dbc6f8058d453ace020c543f3bd7b66dc7",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-05T04:41:59Z",
    "title_canon_sha256": "7a3bea662644543b8efa1d8738a8ce8c56b862ff50602e254d4e840beab597a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02883",
    "kind": "arxiv",
    "version": 3
  }
}