Pith Number

pith:JJ2W5FOZ

pith:2024:JJ2W5FOZONTF7PXYIGTFOA7Q4W

not attested not anchored not stored refs pending

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues

Bing Qin, Lizi Liao, Ming Liu, Tao He, Yiheng Sun, Yixin Cao, Yuanxing Liu, Zerui Chen

arxiv:2412.14584 v1 · 2024-12-19 · 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{JJ2W5FOZONTF7PXYIGTFOA7Q4W}

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	2026-07-05T09:51:49.773156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a756e95d973665fbef841a65703f0e58b02304115ba2fb577d3e8e5890809cd

Aliases

arxiv: 2412.14584 · arxiv_version: 2412.14584v1 · doi: 10.48550/arxiv.2412.14584 · pith_short_12: JJ2W5FOZONTF · pith_short_16: JJ2W5FOZONTF7PXY · pith_short_8: JJ2W5FOZ

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/JJ2W5FOZONTF7PXYIGTFOA7Q4W \
  | 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: 4a756e95d973665fbef841a65703f0e58b02304115ba2fb577d3e8e5890809cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fa3ed5356fa86c8f4fe49a554f426dfd7ba3ae1eaea0147833b30128ded11bd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-19T07:06:01Z",
    "title_canon_sha256": "17942326692d2f1b91bf95fda20d888e7fa246eadc0ad417a095666a4a2b86f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14584",
    "kind": "arxiv",
    "version": 1
  }
}