Pith Number

pith:XF4ZG5HZ

pith:2023:XF4ZG5HZYDPNLMYJMWL56ZN623

not attested not anchored not stored refs pending

Exploring and Improving the Spatial Reasoning Abilities of Large Language Models

Manasi Sharma

arxiv:2312.01054 v1 · 2023-12-02 · cs.RO · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XF4ZG5HZYDPNLMYJMWL56ZN623}

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.

Cited by

1 paper in Pith

SC2Arena and StarEvolve: Benchmark and Self-Improvement Framework for LLMs in Complex Decision-Making Tasks

Receipt and verification

First computed	2026-07-05T07:19:28.441253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9799374f9c0ded5b3096597df65bed6f28f231b705a8018f413f9e7eab36196

Aliases

arxiv: 2312.01054 · arxiv_version: 2312.01054v1 · doi: 10.48550/arxiv.2312.01054 · pith_short_12: XF4ZG5HZYDPN · pith_short_16: XF4ZG5HZYDPNLMYJ · pith_short_8: XF4ZG5HZ

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/XF4ZG5HZYDPNLMYJMWL56ZN623 \
  | 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: b9799374f9c0ded5b3096597df65bed6f28f231b705a8018f413f9e7eab36196

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48b54483a4cd849e5d9ed148ceef56a8f7f633743eef89d1dbaed869684d9a9f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-12-02T07:41:46Z",
    "title_canon_sha256": "57d7492004caccffc5ca2a4ea10f3b0952c187704a1ba2156477396a1946a98d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01054",
    "kind": "arxiv",
    "version": 1
  }
}