Pith Number

pith:ALBS3363

pith:2024:ALBS3363QCSMJ6QQYMEPRZL2G3

not attested not anchored not stored refs pending

Towards a Personal Health Large Language Model

Allen Jiang, Anastasiya Belyaeva, Cathy Speed, Chace Lee, Conor Heneghan, Cory Y. McLean, Daniel McDuff, Erik Schenck, Greg S. Corrado, Jameson K. Rogers, Javier Perez, Jeffrey Yu, Jian Cui, Jiening Zhan, John Hernandez, Justin Cosentino, Leor Stern, Logan Douglas Schneider, Mark Malhotra, Megan Walker, Nicholas A. Furlotte, Robby Bryant, Roy Lee, Ryan G. Gomes, Shravya Shetty, Shruthi Prabhakara, Shwetak Patel, Shyam Tailor, Tim Althoff, Xin Liu, Yojan Patel, Yossi Matias, Yun Liu, Zhun Yang

arxiv:2406.06474 v1 · 2024-06-10 · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ALBS3363QCSMJ6QQYMEPRZL2G3}

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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

7 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

Gravity-Aware Hierarchical Routing for Lightweight SensorLLM on Human Activity Recognition

Talking to Your Data: Exploring Embodied Conversation as an Interface for Personal Health Reflection

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

Receipt and verification

First computed	2026-07-05T08:29:42.938462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02c32defdb80a4c4fa10c308f8e57a36d99b54ef95d08a380eb9acb00f34898d

Aliases

arxiv: 2406.06474 · arxiv_version: 2406.06474v1 · doi: 10.48550/arxiv.2406.06474 · pith_short_12: ALBS3363QCSM · pith_short_16: ALBS3363QCSMJ6QQ · pith_short_8: ALBS3363

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/ALBS3363QCSMJ6QQYMEPRZL2G3 \
  | 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: 02c32defdb80a4c4fa10c308f8e57a36d99b54ef95d08a380eb9acb00f34898d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d518786b54ccf7f1be96f3d0e5b508bb5fe6976fdfffc676c26028e152564f3",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-10T17:16:49Z",
    "title_canon_sha256": "dc0082b3c6fc8c4325dd95c97ea69dd7b520a29b853e791ae0fddaaaa9b5f808"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06474",
    "kind": "arxiv",
    "version": 1
  }
}