Pith Number

pith:BKQNHRLI

pith:2026:BKQNHRLION2LAS474JBUBGJNTU

not attested not anchored not stored refs pending

Post-Training Recipe, More Than Model Family, Shapes Multi-Agent LLM Conversational Behavior

Fei Xue, Jialu Wang, Luyang Zhang, Yi-Yun Chu

arxiv:2606.20632 v1 · 2026-05-30 · cs.CL · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BKQNHRLION2LAS474JBUBGJNTU}

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	2026-06-23T00:11:52.028113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0aa0d3c5687374b04b9fe24340992d9d0b15a5c5d651ffe18d70bb5577476aa9

Aliases

arxiv: 2606.20632 · arxiv_version: 2606.20632v1 · doi: 10.48550/arxiv.2606.20632 · pith_short_12: BKQNHRLION2L · pith_short_16: BKQNHRLION2LAS47 · pith_short_8: BKQNHRLI

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/BKQNHRLION2LAS474JBUBGJNTU \
  | 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: 0aa0d3c5687374b04b9fe24340992d9d0b15a5c5d651ffe18d70bb5577476aa9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "173faf3dc668401fdf0c2110d41dea13ec112855f1c3dc89a792e9fed8326db8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-30T07:26:26Z",
    "title_canon_sha256": "7d35c611a92f0898cc3c26c73089fea7d6dd8e0fe70f4194350864bf76c360ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20632",
    "kind": "arxiv",
    "version": 1
  }
}