Pith Number

pith:S5PBLM4Y

pith:2026:S5PBLM4YGTDVJLRALZMYJJ5H2J

not attested not anchored not stored refs pending

GISAgentBench: A Practitioner-Sourced Benchmark for Evaluating LLM Agents on GIS Tasks

Abhinav Pothuri, Di Yang, Zelin Xu, Zhe Jiang

arxiv:2608.01645 v1 · 2026-08-03 · 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{S5PBLM4YGTDVJLRALZMYJJ5H2J}

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	2026-08-04T02:06:19.514789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

975e15b39834c754ae205e5984a7a7d27241079253350d4353b1ef870b3a52e5

Aliases

arxiv: 2608.01645 · arxiv_version: 2608.01645v1 · doi: 10.48550/arxiv.2608.01645 · pith_short_12: S5PBLM4YGTDV · pith_short_16: S5PBLM4YGTDVJLRA · pith_short_8: S5PBLM4Y

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/S5PBLM4YGTDVJLRALZMYJJ5H2J \
  | 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: 975e15b39834c754ae205e5984a7a7d27241079253350d4353b1ef870b3a52e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79932b755414ae036ebd72cbdbfdc7c3d3f90b80be9412409395b18e6295d855",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-03T03:31:45Z",
    "title_canon_sha256": "4727cbc582b4bfba39acf72e1ba24dd61df0aad51b83e70f97af2b22c9d0cc78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01645",
    "kind": "arxiv",
    "version": 1
  }
}