Pith Number

pith:SHYCQ7BV

pith:2026:SHYCQ7BVTVA3FIGXONOI4HXIIA

not attested not anchored not stored refs pending

Geo-Spatial Concept Probing of Large Language Models: Abstraction, Compositionality, and Grounding

Jose G Moreno, Karim Radouane, Lynda Tamine

arxiv:2608.07353 v1 · 2026-08-07 · cs.CL · cs.AI · cs.IR · 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{SHYCQ7BVTVA3FIGXONOI4HXIIA}

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	2026-08-10T01:15:07.447882Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91f0287c359d41b2a0d7735c8e1ee84035fe5cddd91ae08332a086c613dd253d

Aliases

arxiv: 2608.07353 · arxiv_version: 2608.07353v1 · doi: 10.48550/arxiv.2608.07353 · pith_short_12: SHYCQ7BVTVA3 · pith_short_16: SHYCQ7BVTVA3FIGX · pith_short_8: SHYCQ7BV

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/SHYCQ7BVTVA3FIGXONOI4HXIIA \
  | 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: 91f0287c359d41b2a0d7735c8e1ee84035fe5cddd91ae08332a086c613dd253d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "959eefed7e9abc5d6f58a5a350095cfdba4cf93fec3822d8c3cdf146123347a2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-07T15:46:38Z",
    "title_canon_sha256": "d8301457c72ad1997a7d879fad0946bb25920bc07a6a0042ed5c13b671a86077"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07353",
    "kind": "arxiv",
    "version": 1
  }
}