Pith Number

pith:JKL3T7T5

pith:2026:JKL3T7T5JRYFWNYHBOUFMXKXAN

not attested not anchored not stored refs pending

What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates

Aliakbar Izadkhah, Arman Ghaffarizadeh, Danyal Mohaddes, Shahriar Noroozizadeh

arxiv:2607.02507 v1 · 2026-07-02 · cs.AI · cs.CL · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JKL3T7T5JRYFWNYHBOUFMXKXAN}

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	2026-07-03T01:18:01.396095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a97b9fe7d4c705b37070ba8565d570356e0c3f64cca8d69f31ec7368b587203

Aliases

arxiv: 2607.02507 · arxiv_version: 2607.02507v1 · doi: 10.48550/arxiv.2607.02507 · pith_short_12: JKL3T7T5JRYF · pith_short_16: JKL3T7T5JRYFWNYH · pith_short_8: JKL3T7T5

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/JKL3T7T5JRYFWNYHBOUFMXKXAN \
  | 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: 4a97b9fe7d4c705b37070ba8565d570356e0c3f64cca8d69f31ec7368b587203

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80a1fe3f6233af1fadd94b20c2906a4b06b1940b4137c192c357b120553a7396",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-02T17:59:23Z",
    "title_canon_sha256": "824ef3c6a697371257d85ba1ed808a96f2d42d0fbaf7eeaed7239c98ba67c2da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02507",
    "kind": "arxiv",
    "version": 1
  }
}