Pith Number

pith:QP6NMCGE

pith:2026:QP6NMCGEXIEI6EII4YTODMNNUD

not attested not anchored not stored refs pending

GeoNatureAgent Benchmark: Benchmarking LLM Agents for Environmental Geospatial Analysis Across Frontier and Open-Weight Foundation Models

Devika Jain, Diego Prieto-Herr\'aez, Gabriel Diaz-Ireland, Javier Vel\'azquez, Mario Garc\'ia Peces

arxiv:2606.12821 v1 · 2026-06-11 · cs.AI · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QP6NMCGEXIEI6EII4YTODMNNUD}

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	2026-06-12T01:08:52.734335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83fcd608c4ba088f1108e626e1b1ada0c2af46beafc334355475a244107b28ea

Aliases

arxiv: 2606.12821 · arxiv_version: 2606.12821v1 · doi: 10.48550/arxiv.2606.12821 · pith_short_12: QP6NMCGEXIEI · pith_short_16: QP6NMCGEXIEI6EII · pith_short_8: QP6NMCGE

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/QP6NMCGEXIEI6EII4YTODMNNUD \
  | 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: 83fcd608c4ba088f1108e626e1b1ada0c2af46beafc334355475a244107b28ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6225b0d6929cfd0da82c666a29b8adce77e2941195055961728d9363a78a6a0d",
    "cross_cats_sorted": [
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-11T02:35:20Z",
    "title_canon_sha256": "40b8833f61f8ac2c13d904a420634ba66bbf3e215b20e8f20e72bc0719539422"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12821",
    "kind": "arxiv",
    "version": 1
  }
}