Pith. sign in
Pith Number

pith:PFK3VZD3

pith:2024:PFK3VZD3O4HO7CZEBKVZNYFGYN
not attested not anchored not stored refs pending

TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM

Daling Wang, Huiying Cao, Shi Feng, Xiaocui Yang, Yifei Zhang, Yiqun Zhang

arxiv:2412.03096 v2 · 2024-12-04 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PFK3VZD3O4HO7CZEBKVZNYFGYN}

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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 2026-07-05T09:45:59.800809Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7955bae47b770eef8b240aab96e0a6c3734ae3862867485e491c65f800394793

Aliases

arxiv: 2412.03096 · arxiv_version: 2412.03096v2 · doi: 10.48550/arxiv.2412.03096 · pith_short_12: PFK3VZD3O4HO · pith_short_16: PFK3VZD3O4HO7CZE · pith_short_8: PFK3VZD3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PFK3VZD3O4HO7CZEBKVZNYFGYN \
  | 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: 7955bae47b770eef8b240aab96e0a6c3734ae3862867485e491c65f800394793
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c5d4812516f9cbb9e037824eaf63898c44ea0db271387020234dba97e35b2f8e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-04T07:50:17Z",
    "title_canon_sha256": "839891fcac571b658542002ff7a2e691aa08c61e755252ef04b425cdce4905ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03096",
    "kind": "arxiv",
    "version": 2
  }
}