Pith Number

pith:MGZLBTTO

pith:2023:MGZLBTTOCD2MKLJUHJXVQ3N7QB

not attested not anchored not stored refs pending

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model

Ge Li, Kangcheng Luo, Xue Jiang, Yihong Dong, Zhi Jin

arxiv:2308.10088 v2 · 2023-08-19 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MGZLBTTOCD2MKLJUHJXVQ3N7QB}

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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

Improving Collaborative Storytelling with a Multi-Agent Framework Based on Large Language Models

Receipt and verification

First computed	2026-07-05T08:19:36.517070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61b2b0ce6e10f4c52d343a6f586dbf80779b3453d062670fb3ea33b7646f1e1c

Aliases

arxiv: 2308.10088 · arxiv_version: 2308.10088v2 · doi: 10.48550/arxiv.2308.10088 · pith_short_12: MGZLBTTOCD2M · pith_short_16: MGZLBTTOCD2MKLJU · pith_short_8: MGZLBTTO

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/MGZLBTTOCD2MKLJUHJXVQ3N7QB \
  | 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: 61b2b0ce6e10f4c52d343a6f586dbf80779b3453d062670fb3ea33b7646f1e1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fe8aa8790893616b1231cdb4feefec5c2a691682b2214f8bea33ef3e1299db9",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-19T18:47:44Z",
    "title_canon_sha256": "cbab2eebed69eb269dcd7132d0c5dab31c7eb3f8670923c47a126f0e13ad7e25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10088",
    "kind": "arxiv",
    "version": 2
  }
}