Pith Number

pith:LBEYQ3RQ

pith:2023:LBEYQ3RQPKEDSPYCGU2DMAYXRE

not attested not anchored not stored refs pending

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Abhilasha Ravichander, Bill Yuchen Lin, Chandra Bhagavatula, Khyathi Chandu, Melanie Sclar, Nouha Dziri, Ximing Lu, Yejin Choi

arxiv:2312.01552 v1 · 2023-12-04 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBEYQ3RQPKEDSPYCGU2DMAYXRE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

12 papers in Pith

Active-GRPO: Adaptive Imitation and Self-Improving Reasoning for Molecular Optimization

Quality-Conditioned Agreement in Automated Short Answer Scoring: Mid-Range Degradation and the Impact of Task-Specific Adaptation

Prompt Governance? On Governing Technologies Governed by Natural Language

Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs

LC-ICL: Label-Guided Contrastive In-Context Learning for Robust Information Extraction

Receipt and verification

First computed	2026-07-05T07:19:56.493832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5849886e307a88393f02353436031789182e712e5e8984c302c9da5b42c6f282

Aliases

arxiv: 2312.01552 · arxiv_version: 2312.01552v1 · doi: 10.48550/arxiv.2312.01552 · pith_short_12: LBEYQ3RQPKED · pith_short_16: LBEYQ3RQPKEDSPYC · pith_short_8: LBEYQ3RQ

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/LBEYQ3RQPKEDSPYCGU2DMAYXRE \
  | 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: 5849886e307a88393f02353436031789182e712e5e8984c302c9da5b42c6f282

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c1e2f7e5a135f7a20e84a33c5b21dbb54bc33ac5b45f95a2767c13aa57f950c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-04T00:46:11Z",
    "title_canon_sha256": "cf9cafa07ab6e084932bc5c93ef9c177e23aa3a92231bc5d86ddf7b45febd274"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01552",
    "kind": "arxiv",
    "version": 1
  }
}