Pith Number

pith:STZVQG5B

pith:2024:STZVQG5BHD5DLTIDIBBSUMM7CY

not attested not anchored not stored refs pending

Dialogue Language Model with Large-Scale Persona Data Engineering

Chaotao Chen, Chen Jason Zhang, Di Jiang, Mengze Hong, Rongzhong Lian

arxiv:2412.09034 v2 · 2024-12-12 · cs.CL · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STZVQG5BHD5DLTIDIBBSUMM7CY}

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

Semantic-Augmented Latent Topic Modeling with LLM-in-the-Loop

Receipt and verification

First computed	2026-07-05T10:16:59.503304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94f3581ba138fa35cd0340432a319f1601c813577e37a93d987fde848329c3a2

Aliases

arxiv: 2412.09034 · arxiv_version: 2412.09034v2 · doi: 10.48550/arxiv.2412.09034 · pith_short_12: STZVQG5BHD5D · pith_short_16: STZVQG5BHD5DLTID · pith_short_8: STZVQG5B

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/STZVQG5BHD5DLTIDIBBSUMM7CY \
  | 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: 94f3581ba138fa35cd0340432a319f1601c813577e37a93d987fde848329c3a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9f172812110b253ac028d215234e904b56f49f94cc9a27c3e8eef40d8239cba",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-12T07:49:06Z",
    "title_canon_sha256": "0f5823cab9d7f949731c089073683e531f0a212adf986f2fc65ce2b82a576c2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09034",
    "kind": "arxiv",
    "version": 2
  }
}