Pith Number

pith:Y4NHYBWT

pith:2025:Y4NHYBWTUNM4ZSY4P3JMJHC7E4

not attested not anchored not stored refs pending

LLM-Guided Exemplar Selection for Few-Shot Wearable-Sensor Human Activity Recognition

Elsen Ronando, Sozo Inoue

arxiv:2512.22385 v2 · 2025-12-26 · cs.CL · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y4NHYBWTUNM4ZSY4P3JMJHC7E4}

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

TRACE: Temporal Reasoning over Context and Evidence for Activity Recognition in Smart Homes

Receipt and verification

First computed	2026-07-21T01:19:51.597386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c71a7c06d3a359cccb1c7ed2c49c5f272ebfde8121a1aff8b284a868aace8433

Aliases

arxiv: 2512.22385 · arxiv_version: 2512.22385v2 · doi: 10.48550/arxiv.2512.22385 · pith_short_12: Y4NHYBWTUNM4 · pith_short_16: Y4NHYBWTUNM4ZSY4 · pith_short_8: Y4NHYBWT

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/Y4NHYBWTUNM4ZSY4P3JMJHC7E4 \
  | 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: c71a7c06d3a359cccb1c7ed2c49c5f272ebfde8121a1aff8b284a868aace8433

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b3728bb2aa50235e5759b3916c8f0ffacec8a9a7de0e71726b8cecc7daf173f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-12-26T21:03:15Z",
    "title_canon_sha256": "e18d63e22958cbf69d823be21e7bb7c89faab3f4fa3a34e9d8df6e83cd785f0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.22385",
    "kind": "arxiv",
    "version": 2
  }
}