Pith Number

pith:TVMSVNML

pith:2025:TVMSVNMLWQFWGHFIGLBFI574KD

not attested not anchored not stored refs pending

MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model

Asmit Bandyopadhyay, Rohit Basu, Swagatam Das, Tanmay Sen

arxiv:2508.01701 v1 · 2025-08-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TVMSVNMLWQFWGHFIGLBFI574KD}

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.

Cited by

1 paper in Pith

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook

Receipt and verification

First computed	2026-07-05T11:47:44.064656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d592ab58bb40b631ca832c25477fc50e425e27bd01e07788514c76c207d31b3

Aliases

arxiv: 2508.01701 · arxiv_version: 2508.01701v1 · doi: 10.48550/arxiv.2508.01701 · pith_short_12: TVMSVNMLWQFW · pith_short_16: TVMSVNMLWQFWGHFI · pith_short_8: TVMSVNML

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/TVMSVNMLWQFWGHFIGLBFI574KD \
  | 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: 9d592ab58bb40b631ca832c25477fc50e425e27bd01e07788514c76c207d31b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da5713849dca5b8271fbcb2695717af48dd9635daa3714a9c686c1e707c584f8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-03T10:05:06Z",
    "title_canon_sha256": "b60823f7e9cc2f4466aae911a13de06575d975c645b4250f2b1a6b6308ad2c80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01701",
    "kind": "arxiv",
    "version": 1
  }
}