Pith Number

pith:USCHOORM

pith:2024:USCHOORMGEWK5MOQ2RYIE5M6UH

not attested not anchored not stored refs pending

Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models

Fangzhi Xu, Jun Liu, Kanzhi Cheng, Qiushi Sun, Yu Qiao, Zhiyong Wu

arxiv:2406.11736 v1 · 2024-06-17 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{USCHOORMGEWK5MOQ2RYIE5M6UH}

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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

2 papers in Pith

OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

From System 1 to System 2: A Survey of Reasoning Large Language Models

Receipt and verification

First computed	2026-07-05T08:32:56.976195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a484773a2c312caeb1d0d47082759ea1d54818a0b40354c10b21f6a4b9d01242

Aliases

arxiv: 2406.11736 · arxiv_version: 2406.11736v1 · doi: 10.48550/arxiv.2406.11736 · pith_short_12: USCHOORMGEWK · pith_short_16: USCHOORMGEWK5MOQ · pith_short_8: USCHOORM

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/USCHOORMGEWK5MOQ2RYIE5M6UH \
  | 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: a484773a2c312caeb1d0d47082759ea1d54818a0b40354c10b21f6a4b9d01242

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1b3ce85c2fb1972c073f04d3452889dac9822656a05f0e81b1f17b4dec41221",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T16:52:56Z",
    "title_canon_sha256": "54497344ee4f8ba7047038cd0edc14ee0d3b907ca2525396bc7e572c041f2834"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11736",
    "kind": "arxiv",
    "version": 1
  }
}