Pith Number

pith:GTI5DRS4

pith:2026:GTI5DRS4QUEZLSQXYRVNR6D7N2

not attested not anchored not stored refs pending

From Verdict to Process: Agentic Reinforcement Learning for Multi-Stage Fact Verification

Chao Yu, Rongxin Yang, Shenghong He, Siyuan Zhu

arxiv:2606.13262 v1 · 2026-06-11 · 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{GTI5DRS4QUEZLSQXYRVNR6D7N2}

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	2026-06-12T01:09:49.391992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34d1d1c65c850995ca17c46ad8f87f6ebfc300b65157b40c89dd1b2a40b9286c

Aliases

arxiv: 2606.13262 · arxiv_version: 2606.13262v1 · doi: 10.48550/arxiv.2606.13262 · pith_short_12: GTI5DRS4QUEZ · pith_short_16: GTI5DRS4QUEZLSQX · pith_short_8: GTI5DRS4

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/GTI5DRS4QUEZLSQXYRVNR6D7N2 \
  | 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: 34d1d1c65c850995ca17c46ad8f87f6ebfc300b65157b40c89dd1b2a40b9286c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18661b30f9470bc9b9842dddcc0b6320ec36343079ae064325ba53f01347f11d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-11T12:17:18Z",
    "title_canon_sha256": "2b759e1701d44f83a7dac6b3bddfb3eb5e3613e3e29fde563eb4b9246fa1cb9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.13262",
    "kind": "arxiv",
    "version": 1
  }
}