Pith Number

pith:GBHVBISS

pith:2023:GBHVBISSDB5NNAWHVRREH6Y2HX

not attested not anchored not stored refs pending

Semantic Anomaly Detection with Large Language Models

Amine Elhafsi, Christopher Agia, Edward Schmerling, Issa Nesnas, Marco Pavone, Rohan Sinha

arxiv:2305.11307 v2 · 2023-05-18 · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GBHVBISSDB5NNAWHVRREH6Y2HX}

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

One For All: LLM-based Heterogeneous Mission Planning in Precision Agriculture

Receipt and verification

First computed	2026-07-05T06:49:42.750831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

304f50a252187ad682c7ac6243fb1a3df5e5c7eb6f6216007363c8d7b02231db

Aliases

arxiv: 2305.11307 · arxiv_version: 2305.11307v2 · doi: 10.48550/arxiv.2305.11307 · pith_short_12: GBHVBISSDB5N · pith_short_16: GBHVBISSDB5NNAWH · pith_short_8: GBHVBISS

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/GBHVBISSDB5NNAWHVRREH6Y2HX \
  | 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: 304f50a252187ad682c7ac6243fb1a3df5e5c7eb6f6216007363c8d7b02231db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7098aca26444c211ad250bdcbc6aab2fb137fcc2b2ac29d1debff865db4b053e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-05-18T21:09:17Z",
    "title_canon_sha256": "905837d4261f2d0668744d906d1fe854d3a2763f8935d923151b1511544ce6fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11307",
    "kind": "arxiv",
    "version": 2
  }
}