Pith Number

pith:IXM3FSE2

pith:2024:IXM3FSE25X5MABQEXCF2SAW7YB

not attested not anchored not stored refs pending

The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support

Alessandro De Grandi, Andrea Raballo, Fabio Crestani, Federico Ravenda

arxiv:2412.20068 v1 · 2024-12-28 · cs.HC · 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{IXM3FSE25X5MABQEXCF2SAW7YB}

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	2026-07-05T09:55:16.746388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45d9b2c89aedfac00604b88ba902dfc06ec723ac32aabd88478e432b23ee1aee

Aliases

arxiv: 2412.20068 · arxiv_version: 2412.20068v1 · doi: 10.48550/arxiv.2412.20068 · pith_short_12: IXM3FSE25X5M · pith_short_16: IXM3FSE25X5MABQE · pith_short_8: IXM3FSE2

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/IXM3FSE25X5MABQEXCF2SAW7YB \
  | 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: 45d9b2c89aedfac00604b88ba902dfc06ec723ac32aabd88478e432b23ee1aee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "babf9c426df92cf7cd60ac0575d01c56c688f7cdb87473a47d56ec93337e3187",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-12-28T07:42:29Z",
    "title_canon_sha256": "5dabb38525a001c7e69f5fe30970406d085b9b8f57c27e44a4ca68a01e7241c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20068",
    "kind": "arxiv",
    "version": 1
  }
}