Pith Number

pith:XRVBHSEL

pith:2022:XRVBHSELRF4QBFQBHDTUTTIBQZ

not attested not anchored not stored refs pending

Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor

Omer Levy, Or Honovich, Thomas Scialom, Timo Schick

arxiv:2212.09689 v1 · 2022-12-19 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XRVBHSELRF4QBFQBHDTUTTIBQZ}

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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

17 papers in Pith

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Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key

No Data? No Problem: Synthesizing Security Graphs for Better Intrusion Detection

Receipt and verification

First computed	2026-07-05T05:26:30.002166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc6a13c88b897900960138e749cd018678f67c435b0ba290624feba6ad1c6198

Aliases

arxiv: 2212.09689 · arxiv_version: 2212.09689v1 · doi: 10.48550/arxiv.2212.09689 · pith_short_12: XRVBHSELRF4Q · pith_short_16: XRVBHSELRF4QBFQB · pith_short_8: XRVBHSEL

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/XRVBHSELRF4QBFQBHDTUTTIBQZ \
  | 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: bc6a13c88b897900960138e749cd018678f67c435b0ba290624feba6ad1c6198

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfb4c82e256d8999cc4afd06159811686b7ff91a08f6ebd3f0df564579673ae5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-19T18:21:00Z",
    "title_canon_sha256": "065908195b3407650aef2a4f2aec59fd756131d30fe3ca20f883dee23607a19d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.09689",
    "kind": "arxiv",
    "version": 1
  }
}