Pith Number

pith:BYWIXDXP

pith:2025:BYWIXDXPYX3P5GBEGFIZD6VTN7

not attested not anchored not stored refs pending

REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback

Abhilash Nandy, Aniruddha Roy, Pawan Goyal, Pretam Ray, Somak Aditya

arxiv:2505.06548 v1 · 2025-05-10 · 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{BYWIXDXPYX3P5GBEGFIZD6VTN7}

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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

Conjunctive Prompt Attacks in Multi-Agent LLM Systems

Receipt and verification

First computed	2026-07-05T11:01:12.014685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e2c8b8eefc5f6fe9824315191fab36fd459d40d1de2dc5f228c050d4bf961f1

Aliases

arxiv: 2505.06548 · arxiv_version: 2505.06548v1 · doi: 10.48550/arxiv.2505.06548 · pith_short_12: BYWIXDXPYX3P · pith_short_16: BYWIXDXPYX3P5GBE · pith_short_8: BYWIXDXP

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/BYWIXDXPYX3P5GBEGFIZD6VTN7 \
  | 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: 0e2c8b8eefc5f6fe9824315191fab36fd459d40d1de2dc5f228c050d4bf961f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bca8c6699f54aa83de8d923216275de50fac0e6222756d269466dc407dc69fb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-10T07:23:19Z",
    "title_canon_sha256": "f613ed1dc01160f2338bd34f1178e53b6e52008ce44baf912518012b6d014dd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06548",
    "kind": "arxiv",
    "version": 1
  }
}