Pith. sign in
Pith Number

pith:5QYZFDHE

pith:2025:5QYZFDHEVHPI3KWBSCQK7SIIQP
not attested not anchored not stored refs pending

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective

Albert Mero\~no-Pe\~nuela, Gerard Canal, Ma'ayan Armony

arxiv:2508.01300 v1 · 2025-08-02 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5QYZFDHEVHPI3KWBSCQK7SIIQP}

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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 2026-07-05T11:47:36.994107Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ec31928ce4a9de8daac190a0afc90883f721953e5b39bc85d83df41a8144a634

Aliases

arxiv: 2508.01300 · arxiv_version: 2508.01300v1 · doi: 10.48550/arxiv.2508.01300 · pith_short_12: 5QYZFDHEVHPI · pith_short_16: 5QYZFDHEVHPI3KWB · pith_short_8: 5QYZFDHE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5QYZFDHEVHPI3KWBSCQK7SIIQP \
  | 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: ec31928ce4a9de8daac190a0afc90883f721953e5b39bc85d83df41a8144a634
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "01aef00ab6d1e2b21d9bea7c59e0b69010435798149af95c0681566eb17c70cf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-02T10:20:52Z",
    "title_canon_sha256": "104ac5de7d46eb38783ee370d477d40ae5dac0bb8895f64d92f095c24ee1a603"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01300",
    "kind": "arxiv",
    "version": 1
  }
}