Pith Number

pith:T7ZFHTWF

pith:2024:T7ZFHTWF5IV4BK55EHBUTMGYTU

not attested not anchored not stored refs pending

Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models

Abdullah Ashfaq, Eric P. Xing, Somanshu Singla, Tianyang Liu, Zhen Wang, Zhiting Hu

arxiv:2411.08733 v2 · 2024-11-13 · 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{T7ZFHTWF5IV4BK55EHBUTMGYTU}

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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

See Further, Think Deeper: Advancing VLM's Reasoning Ability with Low-level Visual Cues and Reflection

Receipt and verification

First computed	2026-07-05T09:35:15.440784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ff253cec5ea2bc0abbd21c349b0d89d1ab10ef8e7f0ae053f7fb7e39ab86af0

Aliases

arxiv: 2411.08733 · arxiv_version: 2411.08733v2 · doi: 10.48550/arxiv.2411.08733 · pith_short_12: T7ZFHTWF5IV4 · pith_short_16: T7ZFHTWF5IV4BK55 · pith_short_8: T7ZFHTWF

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/T7ZFHTWF5IV4BK55EHBUTMGYTU \
  | 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: 9ff253cec5ea2bc0abbd21c349b0d89d1ab10ef8e7f0ae053f7fb7e39ab86af0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f707695a28f6162398c07ef62a090c512986684e8cfb8e578f13c416b4a6a4f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-13T16:15:38Z",
    "title_canon_sha256": "df0b34a9d016312f2962328126e856f744a206342fe63b66e3fa3503d33dce41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08733",
    "kind": "arxiv",
    "version": 2
  }
}