Pith Number

pith:HEJ2IV5B

pith:2024:HEJ2IV5BR4EDTNXSVGVRWU34WC

not attested not anchored not stored refs pending

Lightweight Neural App Control

Filippos Christianos, Georgios Papoudakis, Jianye Hao, Jun Wang, Kun Shao, Thomas Coste

arxiv:2410.17883 v2 · 2024-10-23 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HEJ2IV5BR4EDTNXSVGVRWU34WC}

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

Beyond Syntax: Action Semantics Learning for App Agents

Receipt and verification

First computed	2026-07-05T10:13:04.733360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3913a457a18f0839b6f2a9ab1b537cb0bf99f49528c1aeba2d44114880e44fab

Aliases

arxiv: 2410.17883 · arxiv_version: 2410.17883v2 · doi: 10.48550/arxiv.2410.17883 · pith_short_12: HEJ2IV5BR4ED · pith_short_16: HEJ2IV5BR4EDTNXS · pith_short_8: HEJ2IV5B

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/HEJ2IV5BR4EDTNXSVGVRWU34WC \
  | 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: 3913a457a18f0839b6f2a9ab1b537cb0bf99f49528c1aeba2d44114880e44fab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7700aeace2e4afe36f4e62b285e2bdb700f0d8b711f2d3ec6eee858da8c9501",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-23T13:57:00Z",
    "title_canon_sha256": "88bc175ff72436eb21bdc0f4c127ba6e68d78dd0a49aa47bd6c7809695cadde2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.17883",
    "kind": "arxiv",
    "version": 2
  }
}