Pith Number

pith:T3UZTKCG

pith:2024:T3UZTKCGXMPIVS2XG34D66W5BL

not attested not anchored not stored refs pending

Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Cynthia Breazeal, Daniel McDuff, Hae Won Park, Xuhai Xu, Yubin Kim

arxiv:2401.06866 v2 · 2024-01-12 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{T3UZTKCGXMPIVS2XG34D66W5BL}

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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

13 papers in Pith

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

From 'What' to 'How' and 'Why': Sharing LLM-Generated Retrospective Summaries of Older Adults' Passive Tracking Data with Remote Family Members

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems

Authority Inversion in LLM-Mediated Ubiquitous Systems: When Models Trust Users Over Sensors

VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data

Receipt and verification

First computed	2026-07-05T08:12:47.486132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ee999a846bb1e8acb5736f83f7add0ac81db987589e47f06f62ddf8e75dae65

Aliases

arxiv: 2401.06866 · arxiv_version: 2401.06866v2 · doi: 10.48550/arxiv.2401.06866 · pith_short_12: T3UZTKCGXMPI · pith_short_16: T3UZTKCGXMPIVS2X · pith_short_8: T3UZTKCG

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/T3UZTKCGXMPIVS2XG34D66W5BL \
  | 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: 9ee999a846bb1e8acb5736f83f7add0ac81db987589e47f06f62ddf8e75dae65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23a5491ae92ec3ffb33fba533bdbe09555dd3feca8a64662a04d594b3e97c669",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-12T19:40:11Z",
    "title_canon_sha256": "3eebfe48a4593381d4ef8c7f0867c7b63f5ddf6bbb265e45d5db522cb3a11519"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06866",
    "kind": "arxiv",
    "version": 2
  }
}