Pith Number

pith:VIPPQC5T

pith:2025:VIPPQC5TP22IXB77XMII7BNZ6J

not attested not anchored not stored refs pending

Self-Questioning Language Models

Deepak Pathak, Hao Liu, Katerina Fragkiadaki, Lili Chen, Mihir Prabhudesai

arxiv:2508.03682 v4 · 2025-08-05 · cs.LG · 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{VIPPQC5TP22IXB77XMII7BNZ6J}

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.

Cited by

13 papers in Pith

From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning

Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning

Trust Region On-Policy Distillation

$S^3$-R1: Learning to Retrieve and Answer Step-by-Step with Synthetic Data

Toward Training Superintelligent Software Agents through Self-Play SWE-RL

Receipt and verification

First computed	2026-07-05T12:08:05.931157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa1ef80bb37eb48b87ffbb108f85b9f26d5816c48658efe80dd9402bb2b84343

Aliases

arxiv: 2508.03682 · arxiv_version: 2508.03682v4 · doi: 10.48550/arxiv.2508.03682 · pith_short_12: VIPPQC5TP22I · pith_short_16: VIPPQC5TP22IXB77 · pith_short_8: VIPPQC5T

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/VIPPQC5TP22IXB77XMII7BNZ6J \
  | 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: aa1ef80bb37eb48b87ffbb108f85b9f26d5816c48658efe80dd9402bb2b84343

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cdbbdf81a62437cdddf48381cf0b3041048e2f593198c3a120a99d09bec8ef3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-05T17:51:33Z",
    "title_canon_sha256": "0a16729182233b755fe1421fb7ce861453bf30410a9ebfc2a680274f095ca0bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03682",
    "kind": "arxiv",
    "version": 4
  }
}