Pith. sign in
Pith Number

pith:V2VZZJ3D

pith:2025:V2VZZJ3D3WH3C62UQERXGUDWLC
not attested not anchored not stored refs pending

BT-ACTION: A Test-Driven Approach for Modular Understanding of User Instruction Leveraging Behaviour Trees and LLMs

Alexander Leszczynski, Fethiye Irmak Dogan, Iolanda Leite, Sarah Gillet

arxiv:2504.02779 v1 · 2025-04-03 · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V2VZZJ3D3WH3C62UQERXGUDWLC}

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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 2026-07-05T10:44:02.149183Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

aeab9ca763dd8fb17b5481237350765888721c6a412bd0ab5b9c44c5f4d097b5

Aliases

arxiv: 2504.02779 · arxiv_version: 2504.02779v1 · doi: 10.48550/arxiv.2504.02779 · pith_short_12: V2VZZJ3D3WH3 · pith_short_16: V2VZZJ3D3WH3C62U · pith_short_8: V2VZZJ3D
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V2VZZJ3D3WH3C62UQERXGUDWLC \
  | 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: aeab9ca763dd8fb17b5481237350765888721c6a412bd0ab5b9c44c5f4d097b5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f79b8f09eb7e5c79e1e9418b8fb98ef6331465107c25df8ef24752a96c227afa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-04-03T17:19:52Z",
    "title_canon_sha256": "cfb67c8ab364df843dda1a1af1e5b1fc87b46e309a172888a8f1377eeb6e3afd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02779",
    "kind": "arxiv",
    "version": 1
  }
}