Pith. sign in
Pith Number

pith:VSKKNEYS

pith:2022:VSKKNEYSCGIGXBGYWFFJ5ICECA
not attested not anchored not stored refs pending

Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models

Carlos Gemmell, Jeffrey Dalton, Mirelle Bueno, Roberto Lotufo, Rodrigo Nogueira

arxiv:2208.11445 v3 · 2022-08-24 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VSKKNEYSCGIGXBGYWFFJ5ICECA}

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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.
Receipt and verification
First computed 2026-07-05T05:19:54.685224Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ac94a6931211906b84d8b14a9ea04410057d608c0cbda47c37a159f291229c5d

Aliases

arxiv: 2208.11445 · arxiv_version: 2208.11445v3 · doi: 10.48550/arxiv.2208.11445 · pith_short_12: VSKKNEYSCGIG · pith_short_16: VSKKNEYSCGIGXBGY · pith_short_8: VSKKNEYS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VSKKNEYSCGIGXBGYWFFJ5ICECA \
  | 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: ac94a6931211906b84d8b14a9ea04410057d608c0cbda47c37a159f291229c5d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e9c13ac65339b48ad4da4c7c13b15f466426cb9c250ff28a1b0927214775be7c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-08-24T11:25:27Z",
    "title_canon_sha256": "8fe0bf83382279a014c47f778f25ba82e4c002be06e12b6bd075b0cb94c31bef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.11445",
    "kind": "arxiv",
    "version": 3
  }
}