Pith Number

pith:7GAIDSUC

pith:2024:7GAIDSUCCYOV5QZ5E6LAN7OX3J

not attested not anchored not stored refs pending

Searching for Structure: Investigating Emergent Communication with Large Language Models

Max Peeperkorn, Tessa Verhoef, Tom Kouwenhoven

arxiv:2412.07646 v3 · 2024-12-10 · 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{7GAIDSUCCYOV5QZ5E6LAN7OX3J}

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	2026-07-05T09:48:38.155389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f98081ca82161d5ec33d279606fdd7da522aa87082b213e2df70b9ac500cd889

Aliases

arxiv: 2412.07646 · arxiv_version: 2412.07646v3 · doi: 10.48550/arxiv.2412.07646 · pith_short_12: 7GAIDSUCCYOV · pith_short_16: 7GAIDSUCCYOV5QZ5 · pith_short_8: 7GAIDSUC

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/7GAIDSUCCYOV5QZ5E6LAN7OX3J \
  | 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: f98081ca82161d5ec33d279606fdd7da522aa87082b213e2df70b9ac500cd889

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "108a5695a953671c3784cf5ec76fc7b7cec7cf9a4e880f4d04af20fed01c89b8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T16:32:19Z",
    "title_canon_sha256": "81e8f618de5f775f5f8327e61f19431daf55956dae2bb23dc196391e27a28d48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07646",
    "kind": "arxiv",
    "version": 3
  }
}