Pith Number

pith:N77TD7SH

pith:2025:N77TD7SHJZBAPVZJLEYJTNWDAU

not attested not anchored not stored refs pending

ARIA: Training Language Agents with Intention-Driven Reward Aggregation

Aili Chen, Deqing Yang, Jiangjie Chen, Ruihan Yang, Siyu Yuan, Xintao Wang, Yanghua Xiao, Yikai Zhang

arxiv:2506.00539 v2 · 2025-05-31 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N77TD7SHJZBAPVZJLEYJTNWDAU}

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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

1 paper in Pith

Latent Action Reparameterization for Efficient Agent Inference

Receipt and verification

First computed	2026-07-05T11:15:47.533574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fff31fe474e4207d729593099b6c3052b869732ba972d57c7e9723fbd629eae

Aliases

arxiv: 2506.00539 · arxiv_version: 2506.00539v2 · doi: 10.48550/arxiv.2506.00539 · pith_short_12: N77TD7SHJZBA · pith_short_16: N77TD7SHJZBAPVZJ · pith_short_8: N77TD7SH

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/N77TD7SHJZBAPVZJLEYJTNWDAU \
  | 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: 6fff31fe474e4207d729593099b6c3052b869732ba972d57c7e9723fbd629eae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b422e6da56b96c8b1bc8420cfa2324daf051b3915f2d37dfc2409487363f4e59",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-31T12:54:49Z",
    "title_canon_sha256": "1f16a4226a071cdbf3f1cd05245bfa26c4805c95f951685733bca1f8ca43ef1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00539",
    "kind": "arxiv",
    "version": 2
  }
}