Pith Number

pith:6L5DHGZO

pith:2025:6L5DHGZOKVRGTJ5ZHTJ3GPSDAY

not attested not anchored not stored refs pending

Socratic RL: A Novel Framework for Efficient Knowledge Acquisition through Iterative Reflection and Viewpoint Distillation

Xiangfan Wu

arxiv:2506.13358 v1 · 2025-06-16 · cs.AI · 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{6L5DHGZOKVRGTJ5ZHTJ3GPSDAY}

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	2026-07-05T11:22:09.212071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2fa339b2e556269a7b93cd3b33e4306036b66b33b83c7019729bd1cdad9ad43

Aliases

arxiv: 2506.13358 · arxiv_version: 2506.13358v1 · doi: 10.48550/arxiv.2506.13358 · pith_short_12: 6L5DHGZOKVRG · pith_short_16: 6L5DHGZOKVRGTJ5Z · pith_short_8: 6L5DHGZO

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/6L5DHGZOKVRGTJ5ZHTJ3GPSDAY \
  | 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: f2fa339b2e556269a7b93cd3b33e4306036b66b33b83c7019729bd1cdad9ad43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "debf57d3c81696e6301812a09135024a1d84fd3bb33fb5b5ff6f33b229e59033",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-16T10:57:58Z",
    "title_canon_sha256": "71da39286d629a45123c9e8f4b752a3d2f8158efeeedc6c129127feb1d619a41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13358",
    "kind": "arxiv",
    "version": 1
  }
}