Pith. sign in
Pith Number

pith:UPVMFPM4

pith:2025:UPVMFPM4C7U2F4VJXPCAZWQBCL
not attested not anchored not stored refs pending

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing

Akshat Choube, Ha Le, Jiachen Li, Kaixin Ji, Varun Mishra, Vedant Das Swain

arxiv:2507.05461 v2 · 2025-07-07 · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UPVMFPM4C7U2F4VJXPCAZWQBCL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.
Receipt and verification
First computed 2026-07-05T11:40:56.170627Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a3eac2bd9c17e9a2f2a9bbc40cda0112f72ae9a259e65d8463e1853ca4feb5d8

Aliases

arxiv: 2507.05461 · arxiv_version: 2507.05461v2 · doi: 10.48550/arxiv.2507.05461 · pith_short_12: UPVMFPM4C7U2 · pith_short_16: UPVMFPM4C7U2F4VJ · pith_short_8: UPVMFPM4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UPVMFPM4C7U2F4VJXPCAZWQBCL \
  | 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: a3eac2bd9c17e9a2f2a9bbc40cda0112f72ae9a259e65d8463e1853ca4feb5d8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0accc39993128b53f2e102f022b1ca66c7d55caa5891ce7f4048fe6fbd2e82f9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-07-07T20:25:44Z",
    "title_canon_sha256": "0c41064b95ed6ed483f04142b02607f2d73b1a744c2fd21ce42163a7fc87810e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05461",
    "kind": "arxiv",
    "version": 2
  }
}