Pith Number

pith:CCIZXOAG

pith:2025:CCIZXOAGNPXSE43JZ3JURWJ3BN

not attested not anchored not stored refs pending

Discrete Prompt Tuning via Recursive Utilization of Black-box Multimodal Large Language Model for Personalized Visual Emotion Recognition

Keisuke Maeda, Miki Haseyama, Naoki Saito, Ryo Takahashi, Takahiro Ogawa

arxiv:2509.04480 v1 · 2025-08-30 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CCIZXOAGNPXSE43JZ3JURWJ3BN}

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	2026-07-05T12:05:23.831448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10919bb8066bef227369ced348d93b0b47495c37561dde7cdcee4b493df4b747

Aliases

arxiv: 2509.04480 · arxiv_version: 2509.04480v1 · doi: 10.48550/arxiv.2509.04480 · pith_short_12: CCIZXOAGNPXS · pith_short_16: CCIZXOAGNPXSE43J · pith_short_8: CCIZXOAG

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/CCIZXOAGNPXSE43JZ3JURWJ3BN \
  | 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: 10919bb8066bef227369ced348d93b0b47495c37561dde7cdcee4b493df4b747

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84ae957bd47c5a42bf88b34ba4895a3e91f4c4ecb78133336fb4f39fbe1bec46",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-30T23:47:17Z",
    "title_canon_sha256": "c1c30a8db27002109010467f02b1ddd8d6077ea1273facb579d02b440790b198"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04480",
    "kind": "arxiv",
    "version": 1
  }
}