Pith Number

pith:D6OZN2BG

pith:2026:D6OZN2BGCBOAZUVSRWQI6OCIJT

not attested not anchored not stored refs pending

GATS: Graph-Augmented Tree Search with Layered World Models for Efficient Agent Planning

Dymitr Nowicki, Maureese Williams

arxiv:2607.08894 v1 · 2026-07-09 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D6OZN2BGCBOAZUVSRWQI6OCIJT}

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	2026-07-13T00:17:25.358564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f9d96e826105c0cd2b28da08f38484ce6df2f485c74e07ed5d48c7a889238e1

Aliases

arxiv: 2607.08894 · arxiv_version: 2607.08894v1 · doi: 10.48550/arxiv.2607.08894 · pith_short_12: D6OZN2BGCBOA · pith_short_16: D6OZN2BGCBOAZUVS · pith_short_8: D6OZN2BG

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/D6OZN2BGCBOAZUVSRWQI6OCIJT \
  | 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: 1f9d96e826105c0cd2b28da08f38484ce6df2f485c74e07ed5d48c7a889238e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "089d92dd77f09abe51aae8e8978ed507163fd545c5d6c37a85b0fe116cee996a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-09T19:34:29Z",
    "title_canon_sha256": "eb6929a350348aef39761f6363edcbb073003cedfe87811f02753eb405f3f33f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08894",
    "kind": "arxiv",
    "version": 1
  }
}