Pith Number

pith:6IXXF5K3

pith:2024:6IXXF5K3E3ZKTJBDQMD5HDID4S

not attested not anchored not stored refs pending

Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning

Furu Wei, Man Lan, Shaoguang Mao, Tao Ge, Wenshan Wu, Yadong Zhang, Yan Xia

arxiv:2407.06112 v1 · 2024-07-08 · 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{6IXXF5K3E3ZKTJBDQMD5HDID4S}

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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

FishBargain: An LLM-Empowered Bargaining Agent for Online Fleamarket Platform Sellers

Receipt and verification

First computed	2026-07-05T08:41:23.747530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f22f72f55b26f2a9a4238307d38d03e4b3e93bb5b372467baf0b41ccc46d28b2

Aliases

arxiv: 2407.06112 · arxiv_version: 2407.06112v1 · doi: 10.48550/arxiv.2407.06112 · pith_short_12: 6IXXF5K3E3ZK · pith_short_16: 6IXXF5K3E3ZKTJBD · pith_short_8: 6IXXF5K3

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/6IXXF5K3E3ZKTJBDQMD5HDID4S \
  | 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: f22f72f55b26f2a9a4238307d38d03e4b3e93bb5b372467baf0b41ccc46d28b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "594c3c42564e06817156bd04651fa277ae5161c52c70ad5d417f856acdc1a980",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-08T16:48:48Z",
    "title_canon_sha256": "2a855593e73cf040a9a0082f18febc79c87cc09282afee38ac7266f19bbb9bf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06112",
    "kind": "arxiv",
    "version": 1
  }
}