Pith. sign in
Pith Number

pith:M2Y6GZYO

pith:2022:M2Y6GZYODNLDFRAIQOV7C3SD3P
not attested not anchored not stored refs pending

A Non-monotonic Self-terminating Language Model

Cheolhyoung Lee, Eugene Choi, Kyunghyun Cho

arxiv:2210.00660 v3 · 2022-10-03 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{M2Y6GZYODNLDFRAIQOV7C3SD3P}

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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 2026-07-05T05:39:21.303050Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

66b1e3670e1b5632c40883abf16e43dbdf49d2d177229ce33a8226284a33b6d6

Aliases

arxiv: 2210.00660 · arxiv_version: 2210.00660v3 · doi: 10.48550/arxiv.2210.00660 · pith_short_12: M2Y6GZYODNLD · pith_short_16: M2Y6GZYODNLDFRAI · pith_short_8: M2Y6GZYO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/M2Y6GZYODNLDFRAIQOV7C3SD3P \
  | 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: 66b1e3670e1b5632c40883abf16e43dbdf49d2d177229ce33a8226284a33b6d6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "455df863803743da9539b7761d05df9b60ce065492330ce31d16e9a46c33429d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-03T00:28:44Z",
    "title_canon_sha256": "275dc94e408ad83ceeaa4740f9aab1c390222c08cd825c902d46278dddc52146"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00660",
    "kind": "arxiv",
    "version": 3
  }
}