Pith Number

pith:ZRTPPAT7

pith:2024:ZRTPPAT7UIVT43ZDQWLEFKWRMX

not attested not anchored not stored refs pending

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Caiming Xiong, Huan Wang, Jianguo Zhang, Juan Carlos Niebles, Juntao Tan, Liangwei Yang, Ming Zhu, Rithesh Murthy, Shelby Heinecke, Shirley Kokane, Silvio Savarese, Thai Hoang, Tian Lan, Tulika Awalgaonkar, Weiran Yao, Yihao Feng, Zhiwei Liu, Zuxin Liu

arxiv:2402.15506 v4 · 2024-02-23 · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZRTPPAT7UIVT43ZDQWLEFKWRMX}

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

3 papers in Pith

ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents

Test-Time Deep Thinking to Explore Implicit Rules

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

Receipt and verification

First computed	2026-07-05T09:33:08.364481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc66f7827fa22b3e6f23859642aad165e99f85ecc1f0682d55e8d9dc07b3c42d

Aliases

arxiv: 2402.15506 · arxiv_version: 2402.15506v4 · doi: 10.48550/arxiv.2402.15506 · pith_short_12: ZRTPPAT7UIVT · pith_short_16: ZRTPPAT7UIVT43ZD · pith_short_8: ZRTPPAT7

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/ZRTPPAT7UIVT43ZDQWLEFKWRMX \
  | 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: cc66f7827fa22b3e6f23859642aad165e99f85ecc1f0682d55e8d9dc07b3c42d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ad472b0333af3fc954fa087e84dff5e7321834f60068e48bedbce18245b4c0d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-23T18:56:26Z",
    "title_canon_sha256": "64d6aca8240fe9374f7be0f49b2c0bc8768ea2809b1dabd1dff278262c9f31cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15506",
    "kind": "arxiv",
    "version": 4
  }
}