Pith Number

pith:FJHLW4T3

pith:2024:FJHLW4T3I6TYO27J2SGIMULC23

not attested not anchored not stored refs pending

A systematic review of geospatial location embedding approaches in large language models: A path to spatial AI systems

Sean Tucker

arxiv:2401.10279 v1 · 2024-01-12 · cs.IR · 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{FJHLW4T3I6TYO27J2SGIMULC23}

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

Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings

Receipt and verification

First computed	2026-07-05T07:35:09.599979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a4ebb727b47a7876be9d48c865162d6f9a7793383c00d8e26ae76a08df9a389

Aliases

arxiv: 2401.10279 · arxiv_version: 2401.10279v1 · doi: 10.48550/arxiv.2401.10279 · pith_short_12: FJHLW4T3I6TY · pith_short_16: FJHLW4T3I6TYO27J · pith_short_8: FJHLW4T3

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/FJHLW4T3I6TYO27J2SGIMULC23 \
  | 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: 2a4ebb727b47a7876be9d48c865162d6f9a7793383c00d8e26ae76a08df9a389

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb0d55df3c743b4534044e0eeabc25a80b79e967c25716e1530ba6f17cdac1de",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-01-12T12:43:33Z",
    "title_canon_sha256": "5bfdc04119045e9a228461648b3677e9697ba40ed544c92c5a444ce50c1f3b90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.10279",
    "kind": "arxiv",
    "version": 1
  }
}