Pith Number

pith:RJO5WKAI

pith:2024:RJO5WKAI3KS4SWUY33DE5KRF5B

not attested not anchored not stored refs pending

Re-ReST: Reflection-Reinforced Self-Training for Language Agents

Cheng-Fu Yang, Kai-Wei Chang, Nanyun Peng, Xueqing Wu, Zi-Yi Dou

arxiv:2406.01495 v3 · 2024-06-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RJO5WKAI3KS4SWUY33DE5KRF5B}

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	2026-07-05T10:59:23.773858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a5ddb2808daa5c95a98dec64eaa25e8484291ab91ce435fd924d4a8d42f74e5

Aliases

arxiv: 2406.01495 · arxiv_version: 2406.01495v3 · doi: 10.48550/arxiv.2406.01495 · pith_short_12: RJO5WKAI3KS4 · pith_short_16: RJO5WKAI3KS4SWUY · pith_short_8: RJO5WKAI

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/RJO5WKAI3KS4SWUY33DE5KRF5B \
  | 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: 8a5ddb2808daa5c95a98dec64eaa25e8484291ab91ce435fd924d4a8d42f74e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cff10719c2a142263036c39828150daf21047fa4de4dafcff66b660f612c0ac",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-03T16:21:38Z",
    "title_canon_sha256": "4a8bf708b9d7a0809a45a27172eb17dc10e02092d7501d10d12d5c6e8345ed9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01495",
    "kind": "arxiv",
    "version": 3
  }
}